{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 265,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.offsetbox import TextArea, DrawingArea, OffsetImage, AnnotationBbox\n",
    "import matplotlib.image as mpimg\n",
    "import seaborn as sns\n",
    "import matplotlib as mpl\n",
    "\n",
    "WRYH = mpl.font_manager.FontProperties(fname = '/Users/liuhuanshuo/Desktop/可视化图鉴/font/WeiRuanYaHei-1.ttf') #微软雅黑字体"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 264,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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EITGAI7IEWV6LWO9MECaaXKaqnx5muRlt0wpBEBCRh4HNy/n/W5jGiMgHgOtVtX1/Tdr/53Sq2i8iJwJ/I4T7j2nZngUqqto3H834JCFc/lHgu3No50qEDnCT3Qjh9bur6ovzsa850a7PDggcIrKWqr4w1w2IdAKfIUS3TBORM9oWuRJ4CnhSVR8o10nL6Zlt27myZb2rgQNUtV28mBfm2u42Zqrqt+dhudbInldVtW/2jBUgdM73Ll/PA/eV858GTmpb58Dy7ybAv0Tk/4CTRoi6GaBMS2mNoOgD3q+qfwVQ1VkichPwWRG5VFXbI5NG2vYYoEdV5/gUKSJrAZu1zHoSuG4u2/0A0PRlGQ9cJSLfAU4d4ZintIkm72p5nxKEiuda9vEpQjrKma33WBtfVtVfj9TWSCQSiSxLGJDwo7+cjvctUpr+I8lispXyCsaBJoDGKrPLG17Lh3xxwR1XPWoMxnuenOo5588zmTEzwUsnhgLVLAgb3hLVjciSZnn9RT+g5f09wJEisrK0GR+qag+Qt8xq/Tk9Bni5fP8REfnIQrTnTGCiiPxqDqPm7REcUrbvdsKoOIRUi2aqiSGMwI8YKt8WNn8nsB/Bu2DqHJaZyOzeCZsAv1qIY2+l/X7qBZDgMfKkiFwuIqPnso1t27bTB4xtmd6NkPpyv4j8QUQ2LD//joi8WqaqfJ7gT9EUjV4EPraA4sbipPXebPdpYQ6fjSeINYcAGwIfK1+7EMSyP7Qsa4APEnxR5oX2VKfTmuJGC1cSIh6+Mo/bbHIR0J4W0n5/Pte2znpAYy7r/Irw/Wq+PPAFhkZpzY33tLyfBOyhqvcBiMi2hMigLxHu4aNEYn28SCQSiUTmByN+QNwoJEbMLG+ERy4PakK6iRhenCac8JNuTr48Z3p3J57OIakoYZipNBuNRJYgy92Dehnd8P5ychrwPlWtAUcTTCG/25Z2MaPl/YDnhKr+C2h23lYhmI9etoDNqhNSIA4GbmrJ51cRUaB9u70tn+1XzkuAS0VkY1XNgT2B0SOFybeEy/+oPLbm6w9zWNaqqgzzmk2UEZGqzMUoU0RWaOvstb5vlMcBcHJ5fj5E8HZo91loZd/yb04QbfYkpN/8uXzt0rKfAwgeDZmqHk2I7FkVOAv4TrlMjRC5Mbc0h6VBawTESGasrf8zTFHVH5bRAt0t828u593btu5b5uXYJVTGOaxl1oPAOcMs2tzvySKy69y228IJwLgR7uEUeKxl+SeAznm5/4d5par6w3lpVPlb0SpwjCcY0zYFlLsYjHRbCfgBcON8HHckEolEIpGBnq+i00ca04ksi4gXFIOgPDtZ+MzPe/jiZT1M6oUKBV49auqoliKIKmWZHtTHcJ3IkmW5EzgIHd5VCSO1h6pqc9T3wwQvhC8SjEObvhqtPhwZgIisJsFY9MCWzzywiSxYOcnWjup32wUEgudFK6vPQWhIVfVxAFV9SlX7F6AtMHQUf0FZk2CW2c4xEqps7EowbHQtncEPtSyXtcw/smX+xoS0mNZUBCCUWwXeR7gWfyX4rNysqvur6v7A7xmamvQXYIKqvgxQGl++DfhnyzJV4MQyPWdZozWiZEH+t28dAlnYFKPjCOWMIbTrk8NFvJQpGj8mdPr/IiJvmZeNq+rUEdI7IIhVrcLX8cAJIvI1Efm4iLyjTHNZ1HyS8ncBuGgY4eW/bcv/k3n37IlEIpFIJEKo0lLgQZX7jzhvaTcnMp8UxvLMJDj1ilmc8qs+ps70IIL4BO8roXSwV0RNiNyQZuRGjN6ILHmWK4GjTG/4Wjl5mqpeV85/J7BRy6LjgH1KH4ZWgeNtIvIyITXlPEIn+kTg08B6qrpDmdYyr+25tAxhb001GM6vYUbbdLsp5WJHRMaLyHZzX3KA0cBRw8y/nlAB5p/AlsA6LZ3BP7cs90zL/PaqLrcy9Jw12YOQdnEaIZpgBeB7IvIJEXkjYfScct3/EQwxz27r+I4mmHa2cjBwyzykxyxpWlOXhhU4RGT3Edavtrx/dkEbUYo/J7bMOklV2zv2rZxF8FcZRTAhPWxB913uX4BTWmb9SVX/RvAcOY0gqNxASMtZZIjIWIIgWif8BnxcRN7W8vmBwFtbVvkHsLeqtkfJRCKRSGQhURRPDs7j5t3i6TWEDvzV16LpqYcED17wL85i5rNTwDm8Jxg8RJYqBc2UEg8KqkW4LJrz+GQ49ZfdfOPXM3l2SkaCQzXBNKM0JEfV0YzYAFAvofRwNKyNLAWWm7tORL5KCFvfHrgK+GbLx8e0LT6F4N3wGIMGhACzgI8AK6rqRqp6KHA+8GXgfyJyfGvKhYh0ikhlDk06iDD6+w9gtZb5w/2vPKNtuqPc/tYisuoctt9sQyIid4nIGRJMIOcbCSacNwN3iMhtIrLTPKy2DbBuKeC08jjww5ZlWjvGrc5U7RVsWjlNVZ8cZv4XgB+o6ukM7fDvSYjW6CKURT2fIGIIITXpIRF5e3mtriB0vncllFltsjEjlM9dSsxN4NiFICid3jJvDQllZR9k6H335XLeSQvQjm8y6FfyK1U9e6SFy4iZptDYCfxURH4jIusuwL4hCGlvLt+/SBAbYGiES0NVL2ldqfz+dLHgfIcglu2uqj8A7iBEpewuoWTvxS3L3gbsX6bDRSKRSGQxID7l5bu+iA4E1r2OUAEKUEFms257DSCQYygm9iGa8OTJP6dhDYJHZ/OojyxpEvoBT4FBS4+UZ6bBSb/o4/Rf9/PiZKGgihOPR/GqoIJqq8dGSE3xA2KdoDGCI7IUWOaqqIjICYRO01ltIfK7EFJTIFRauLv0sFDgjS3LXUwwnbwP+B7wKeDQ8rOGqt7Qtsv9GSzReh7wIRE5SFWfBbYCbhMZcEOyLevtQeigjmGoiWNRHsdoYCVVfYbZBY6maeapwPtF5E7gt8AvVHVi64KqWojI1sCbgFNE5H8EX4BWdmyb/lTbyP+aDFaneAtws4j8DPj0cGkwZeRLs6O8TfvnDC1Du17L+9YnkvnyvJBQvvUx4FgADVVmziKMoO9BOM//JQgY32Pw3p1FKBH8xrLNjxN8WWaKyBEMTTHYcB6bU22b/rGI/Gg+DmdeLchbf/X3FpEaQ++xZspGqyA1hZCOBaFD3uRwYCohTejzzCMisiPhOwIhoulj87jq9wnfnaZ/yweA/UTkJ8AlqjrXykQSqqYkDPql9AD7quor5fRIFVfeTogimioipxOEsXk2kRWRPQgRSG9S1ZfK2acTBKW/EarVNNOa7gL2UtXeed1+JBKJROYP9aDSYIXieiwNeL2JHFLQfARQTV8zVUaanV/FY73hvs/9gErh6XlmEsYJIh6vPqQ4RJYaqhVASFw/L/Z0cP7VysTJMygSi+IQA6o1jBdQG6I8hhiIyhBxo2kwCoL3r8GIpMgyzTL1a1KmIZwNnAHcKEOrorT6SmxE6HiPIogezU7htcCxqnqoqp6pqv8mlE1tMq5tf2sze/TH9pQdPg1VTtZqSbWY2rLcES3zWwWHZgTH5YSqC5cxe0pKs+O0KiEKYXtC2P9pDE+rlL8lYZT7Py2vV9uWf7jt8yvb2g6husbW7TsSkYTgdbFJOWvl9mUI4lGDINyc2zK/NdqlfX9z4wlVPUZ1iNXyvYTjrRAiBn5DML5sPvU8AGyvqscRPBwy4OtNr4fy+rVWAfnHPLalPSpg4FrPwSCz/frO6y9563K/JtyfowkRPq2vPVuWa2io8PEMg0LKZFW9oZz/EvNImaJxGeEe/CuhJOxwqUPt661CqBx0DEO9PyqEiJr7ROQhETlHhq8q1OSrhJK/zeiRU4EpIjKhjKAYEj3VnF9+by8h/H6tTBBb7hWR1mituVEFdm0RN1DVfxDSoCyDwl2D8JsU/3eORCKRxYiRfvyM26nLyrhXrlnazVnyqEVVcNKLk5GCYJdPTJ/l2Z/eiDw5HRCyIuXhL/0c93I/xOJkSx0FXu0RTvl1nZN/0cfEaX3kaYq4FOMFpxbFAikKeHxb5AaDkRtqaAoeGiuoRJYCCxTBUY7w9+uiv2u/yaDosjMhemK30kj0SkJHIyOkK3yX4KXRFDDuAw7SkATWytMt71cQkc8QjCjfRohsmE4Ytb2TMCJ+R8sIMq0doBFoPY+XicjPy+MQQkrMfjRlzEBTNFi/Zb1fa6gEMjdeVNXTWmeURo+7tsz6l6r+rm2Z0wgVIpocOQefhS8A726ZntS+gKreXXaOi7ZR81ZhYPIIx4CI2NZr1ZqyUnZUzyBEm/wYuIDQ+f1oyyb6CNfsnSIykdDZvoMgKl1KOJ93EKIdjgDuLTuw80JrBMe9hPSEOaKqDRE5iiA4PM3sxpRzojVaY9ac0h9EZLi0pwkt7/8zj/tr3aYBfka4B3/GHExF58AlhOiNDxGiHk4mfJda2Zwgtpw/wnZWYWjp5tOBz7VMt6ZvVRj5OLckiETrjbDMAKp6Vfs8EdmIod8jCL83VwBeRB4i3A8PE1KeIpFIJLKAFChWPeIN3kAhGT2P/wbjM6Y++3dWXW1vaialgkdUUSmrOKgHkkUe4aBlCUwAZPFHFCjNffgQ6i85ooaG1nn45et505rvJ4yRJwieZWxMcq4479D7J3L3eb+l9sirdDlDohYv4cgtHv7+GA9fdybdFc+MlYS3H3YAo/bfBk01RnQsYlQVL4JRjyAhKoME1QYv9aScf81MJk1LcFQwkuM1wXhFpUBVMPgyKsOVf4XQtQlpKYoMVMoJwgbhDheiyBFZ4ixoispngG+2pG4sKmzb9AbAr4C3qeqUUpz4n6reCiAiVxA6IC8C+7QahJYjwG8hGBU2MYRO2S2EdIY7CB2V61UXytGq9Tzuq6rXlp3sT5bz/klId9mgnF67FIlaO4W/XIj9L0pWb3nfT4iKma2ayhw6460VaCYO83mTdwJXicieqvoAQOmfcQChso0DLiUIQxsDfyR0mCEICEcSIhuuAj5OELZ2FZFDy2U/C3xWRJ4jdIrvIVR72RCYpKqzWhsjIu8Cbmu5f75PuB4vqmqPiHxMRN4A/K4p6pUpSJsAd2ug3R8iI0QdPQJ8S1VnDHMeWlNZWu/dCiFSY6T/EbZvef+XEZZr/041OY8QGXIWIaXlMJn/p8VVCBE85xFKrW7S8tmlwFFzOgYROYPBEslN3teaQiYif2MweqWuquu2bWMwnjfQGukyX4jIxwnRQSkhZeZm4CJgnXIRQ/gObwXMZGhkWCQSiUTmk8QJmD5yO5rEQ1J7hszdRyGGKo9C/UEq2bYgCc7kWJcgRkETMAWLPMtaDc3HWlXD4raFEJUBrwNEEZ+CgSuu/yK9/lW2XfMDiLeIOFQWe3MWOSoW2XoNdjjrOJ780Z+Z/rs7SJzBGUuqjsKlONvAaIOOrdfizZ89CLfpSqiCOJnz00tkgfDisN6gRkKchUt4vle59Jp+Xphq8HQhAko/TTEtPMIZRMA100x8kN1EhQFxQxWvINIatRH2E7WNyNJgQf93OAf4pQ6WaF0ilEaAAJSh7wcD3cB7VPUlEVmBEOmxBWH09xHgboZGT3xJVa8vt/EG4GpCWPyPgQtVdbgqKHOjNVG0r/zbKj3fXU43BY51CSk2zTbNIkSRLAt8i5AqsSLBB+XVto5vRUSSOYz2j2t5P1Lky9cJURLXicgO5TlfF7hLVX8NA8aoJxHSGJpCwJXAx1S1LiIrMnhdm+kwfwWeZHB0fZ3y1Vq+FhF5BTikTGGC0KHdTESuAs5T1dsoI1BEZHvgJ4Trd5uIHFmKMisQIkgmi8iV5XqtxqlfIXT63wN8VESOaY+qYej3r7fcnyVUmfEi8mFVfaxtuVXLjn9r1aDDReSglmNuZUgScxm5cUG5/taq+kTpL/KkqnoROZrQsW9ykaoe07aN3xA8NyA8ghxDiIj6EkGgmgR8bgRx4yuEqik1hkbLLJSrmpYllucHEdmK8Hv2NoIYJoRIpPUJx3IwQdBtvQafJHgCzU9KTCQSiUQInSYRQaWbvkn/pefxP9Jp70J8Fw2bkfiQ3z/j7lNJZAY1NqZjvQ/Ssfr2oKsgxiOaLPIev2iILABCdYjFbIKhSIjMKI83N0qvf4p+8wymKjw/7TZWH/dmUiqoX3JZHM3/uhdg0GMICT4Yi64kbPjF/ek5+b10OOG+7U4hx+JNwbY3nEH/OKECGPXkpeDjDZgYwbFIMd6HFBN1vDAz4YK/djN1SkKepHjTG862sxgqqLoyGMMM3g8a7lkVRUKhlWAgKoMP44PixuB6g9EekciSY4EEjtKYcomKG62UnZIrCR2iD6rq/WW7povITwkRHXeV7WwaEjZD17dhUEz4Qvl3JUJn+nMicoqq/t98NqnVK6AZHdD6y9wgmF822YyhxqBXqWp9Pve5WNBgcvrRERbZCmjMIXqnVW//kYg0q620/7I1O7WrE0xh31N25MPC4XpdxOzlXg8imLIOLFr+3b8czW9vw3DcDeyhqq0mqP2EiJCDgINE5FlC6VAIUQrNa/lW4K5STLilnLcywRj1GBFpjQxpLUm7CvBbETlWVS9smd8awbG5hHKr25YvCEa6h5XtazIL+BEhsglCCsi1LZ/vz6A5KcxegPzdwLWqevXAAkOFgXY/kb8zO+3n+ABVvYdwbfYHenUYQ85SvPkOwcj0cIIx7AnDbH+xIyKbEASZpoD1gfL3YzNCZFczGulsglfN2YQIkQdU9bcisstSaHYkEom8JlBVxDyD734KsldxjSrGGFIHigFTR9UgVPBSQ/tfxLAxyhiggi6GFBKPw+QJPa9Opbr2iovdhV8kiBsNevnRXz+Hjn6UwlVRa7De8qf7T0dMH1nvuhzy9u8ytmv1uW90EeG9x9qFC6HQ0pchARDIVMA0SPZ9I31/fYD+1FGMFao4nFqMGhLKznLrsGRkkeAl4cUZwk+v6+GZ6RmJGuop2MKTkKCa4qWBpwyO9YO1UAbFCp2tKoqqgpqWNJTB72WZuBJTVCJLnGWuisqcKFMCjiZ0SPYljEx/BviviKxO6DR3ECpxdBBKaD5Trn4PgwLHjuX2tgUOadvNeQyWQJ0fOlreN52hWkWPGtBaVWJLhpbAvGwB9rm0uItghvq4qg6IHCKyHkP9TtYELlbV/ed1wyKyBcGH4d2ETvuJhE7o28tFfqCqn57D6s1ttP6K3gS8gcHIkh5CZ7y9wkvrtZhBEAlaO+iPMtipn1F+1m7G+QfgsJbptzJUHHie2b08Wu+R1YHdGaywAyGS4KsMlkTOCT4TGxG+u/8jVFiZADxLON57CFFNtwOXaagGNICqtoohwzG+bfr+YZZprxIzo2X7fxpuoyIyHvgF4Tu5qapOE5Fz59KWxcXqhOiMs1T1wdYPVPUREfkdg9fyc8AVqvrusuLMXE1YI5FIJDJnBgYp/FaM2nALRq13FGJeoe/FB8lfPB1RhzOe6lqfp2ON7emQFTHqQVoriyz63q9IwqypM/jRl87mcz//FmoHO9qLp79twEBGF5/e5xIKurnniWu49flL8GmNHdb4FNtstDeZji89OBYvwRatAG/Y74dPcPWRmyG+QW4rJAsQ0CJtaTWpgviMLU8+mLuvuZ+tjj0Q46BIyliNMiso6hoLRgNP5sEZE5xbfAGSgtZ4sbfKD6/t4eXJSmE6SPCoetLC0fTSUBqIJ/hzqAtRQ4QIDAEc2hKNIeAVVMvlB4WMEOkBuXgS7/GYUuaIVzay5FhuBA5CJ/W7bfPOZWgVj4Iwsn4NIcKjyc2EDg3AO0RkDMG8slWePkNVT13Atg3nPdEucNzdMt1B6AADvAC0l65dplHV4fwHWs0dnytTW7YTkfVV9elhlh+CiHyZkF5xBfDRph+GiJzSsljfcOuOwPkEf4q9CH4PL85DCtJMbStx2ham+U9VvV5ExrWt92KbB0x7+d1HyiiHVsa0vP+aqt4oIlsC+5TzagRBroPgJ/MIoXN+L0Hc2Idw/zRL+b4d2E5VLxWRNVgwI8w1Wt5PJwgn7azYNj1i+dTy+/YJ4DhVfWoB2rSoeUVVzxjh8wfbpqsAqnrLMMtGIpFIZAFQU/7fahzK6mQTVqP+wi+w/iWcrkd1jXeBTzEieGOXQMKCcvGx3yZrWHITrD2bPopLomSrpcqb1/8gdz/9Vzwz2GGDDwdDVSlQ7BLoHgqinj6TMaOQMPoujlQLvCQLvX8VcNYj1WAwuvIH34yKLyM8Yud3YckKQ5HkJF4Bi6rh1R7lkr/081KP4kTw1gJ1cnHgm11AQQeEPB18bwb9M1QpTX7LxBT1BPdQwnsB50sPjlIOFG8Ql2HVA40YlhNZoiw3AoeqviAijzI0/B5CJ/BaQmnTa+dg5tjqbzGaMNLdWiL1SuDLACKyDjC93YhyGPYuUyneyGBY/wuq2uyEt1YU6SdEAUwipCu0cn4zEmJexYBllC1b3jcjFSYT/DY+MreVVfWbc1uGkEL0mflpVJn686fytazRKnAMJ7w4Ve0mRGRMKqMg/kLwGjmc2QWfX7f4XlwO7Coi3wK+OhfD0lY2a3l/2xzWa4/ymDHSBsvvUrs4uSzzK0L1nfWBC6KwEYlEIosewQX/CXGoOJQ6ozY7jO5HziZbfTcgw1mP4ktxY/G4Tjb/m/NAWvNkakj7FO3QULvEmMUVwtFGgjHw0T1O598P/ApvCgwGUYM0xZbFSKGOL/7ifm6etQpdXtj+/Gf46KY5x71ro3IYfyEboJBoEDqm7roWKkJRCkmx77vwqDQwRQa2n+e7q1zw115mTofcJngc4iV4y6hBCPMgRO4IGox1VREtU1MGojnKija+JVpDW6M5wnfIaLOqCqhXrING0g0+hSJZQt+hSCSw3AgcJX8kmBNCKAt7CSF8fEQxQlUfFpEnGDRmbBU3/gUc1tKR+wzwxeaHIvJtgu/Eegwduf4A8CrBD6E5gn5Ty+etncBeVVURuYGhaTFTCdUmmnyD0LFapJQVW1ZY1Ntt4y0t7y8v/z4FfFhELlfV6xbBPs5W1c+PtEBbisoYERkzD2LV0qKZjtJgDp42zXK6ZRrWz4Cvq+ovy8+G/f6KyEeAd5STXwYmiMgRrSlFc1ivytDvxt/msOjKLe8doVzzckuZ/rYa4TvbQYgEOwx4XlWnj7BqJBKJRBYUtXjjECyiinUdyApvpMtPI1v3fXjxWDWDTlKLOYSj8UofXhy9Aud/4hscd/nXoKltLLGOmZLpSrx7qyMxWmaDSpi/uHuHRhPO+NgOVH3Ozhc+xl3HrE9Oiopg1LGwApPgaRhD6mH3s44Ogoc3iGG5rBKzrJHbhFQLrrplBs9OH8V6XYb+MQ5bhOvnEZwEt1pRh6pHy7KuQa3QcrrFb0ObAqDDeAbmg6EwlOsQyhzjBzcFGF+g2on1fVRHdUR9I7JEWd4EjssJI8wXNSuhzAkRqbQZd/4UaA9L/zuwv5YlT0VkZUJlidY8+5UJlTBaKQilRE9jaBnaX5XbWYcgijSZWf79HUMFjh+q6sxynd1GOJxshM+GRUT2JJRdHU+oEDGmbZFFltBZdrT3KCefJ0QYQEileB9wuYjs1GokuoCcKCInzsfy3wE+LyL7tVU4WVZoChz36vBlijsIhq4w+Ii3m4j8fA7b+66IfKd831qR5COElJZz59KedzOYWlUQ7tchlCJIq3j30hwq6ixWSsPShX7cFZEDCak+mwLb0fYEVwqjVwBntkRnRSKRSGRhETDNn1wRjECDFZmebMXKdIZPFmXqfhk9oN5jEOqivHr7k1x36e/pnjoNUxiQFAsUs/r5zvtOxkjBTu/fk7ccsnuoeWLAyuIx5QhRGkIqnczu9734u4ZWGlSogAjbrlYFkw0absnCR8+ImPAwawgRAS2HFDu+C0+GATHst9OSM6OdN0bPfZFIZBGzXNVgUtWHVfWAVnFDRKyIbCIiB4vId0TkOhG5hpYSjiKSMdQjosmZzUorJccz+2j0L9qmbwO2VdUTy/SBpvgxHThZRO4GHmZo+ctXyr+togfAB0WkKqEHezohKmUIZbnU+f7tLyMmmiVW1xhmkanDzFtQ9mSw03taS6TAP8u/KwE3iMjWs605f/yfBnl5NUKKxn4E09k1AFN+9nlClM/fCeLUZoTyrm9ayH0vDtYs//5nDp/3UxqKqupsL4beYwAnDbdc+Tp3HtrzmZb3P1fVV4ZZZv226WeGWWZxoCJyqIh8tvRl+T2L4JlIVX+vqoer6lsJ99UJlCWCSzYCvgb8e04RM5FIJBJZeLyFTD2rbHfW4nk4bfkfw3vPU3+/myvP+iG9k2dh6hZBSMunFy9CpRCqecItv7mO68//A/XuPow2P18cDVy6qKkgQIHlvAPbK85HIpHI8sNy88BemiZuCKwNrAtsQvB92JTBjt4twOmt6RAisj4hsmL7YTZ7TWlu+X1CJ/wEQqRHKzcROnGrETrOrZ4ZKwLvL5f7MPAE8A+GSu/TgMdF5EhCxEcr6xPKoT5DMB0drjxtu4w/z8KEqk4SkfcD/wVaO/iTGCxzuiholtv9l6q2nr/bCCaV6xI68/8RkS8Al8yHJ8RsqOpEEfknoZrOKYRz1xCRZwgiUS8hokSBBwiVdQ5lqNHrssC65d9fz2mBJeXJUvrJNEufTqIlTauNN7RNP7QQu63MfZEB6gSvnPcQqh2t2/b5SwvRDgBUdQrwfRH5GSFqozVy683AOxm+bG4kEolEFhLjPSoGbBeywE8IIyOAmBA9sPm73sQme74ZVWHaIy9y0+XX8Nx9T2LUoLZg50/uz5v22gmXeBJ1qKR4wGrwV3ytIWW5jJQCZ9LF5HgSiUQii5/lRuAgdLhOmMNn/6GsQtGcUY62fo4w+toUCa4meFHsWE5XgLMIpUgzgjHoEAPF0jvjOOCpYaqHnEpII7iwWX6zLH15dvm5I0QUfLlsBwQzyYLBiJLDW7bXbt4IMKvcT0IQUObLy0JVCxH5BUHgmEwoZ/rt1oofC4OIHEzoGD8LfKht315EvknwKYFQbeYHwMdF5CvA30cSOkpTzVbTy1Ei8mZgA4LYtTnhGv6RcI33JAhfTe4DPt96X8wDo0Xk2PamzMN624pIqz/IuiMtLCIdhLb+T1Xvmo/2LXJEZBXK9CqCoen7himl24wm+mTb7IURjTrapt2wS5VoqGF3lYhMBm5t+/g7w6yyQKjqLBF5L8Ef5+MtHy1XEW+RSCSyPOEMWBzizWL3ZFAB8QaDoxDPSptM4P2nf4pz9j8J64RdPnkA2+69A2o8BoOKQVqEjdein4CWRiPh8fm1eISRSOT1wvIkcPyJ2QWOu4FT2w0sReQA4JuEDrAr1z1TVW8rfTZuZmhHuNWAcw8RqTZ9OQBU9Zr2xojIjmV7fkVIbWnyb4I54z2E6i0nEbwNPPCTcnolQgetXdDYi6Gmo5QCwEglLWH2jle78P59woj0lAWMnBhWyBeRjYELgReBd6nqcGaTPwdOZKhQsR3hHD0hIoepantntck/GVp15sjyBUEkapaUfahsz4eBcwjnF4L56w0i8h1VbS03O9uhtLxPmb1ST/vn7fMgiGOrtUy3X9v2c7h9Oe8LLEVEZAXgz4Q0n5cI4sYdZdrUEQTxSgjHvT2zCzf/XojddxK+nw8ThLc753G9/xKqEo0jRCJdMjdPHubTHa00dv0EIfrnowRxdCRxMT4JRiKRyEIwUAjWLP4fVAk7RLCkWLDQ8J6GFHSRss3eO5aft7SlKbosqPiigDhQwYvBaI5KChpSXqz3gKNePmZUaAR3U1XAk0tGIYYG4T9OTxjh6VKH0Rq4BIzgTEYuoWJJojmFSRFC5IlKA/EJzpjZ/lOUlndLInpDyfGkGAURj1dBAI9g8IgqeVke2BZ9oP000vH0AE9NKeirQWaUjVZPWVEdRht4OhBxFMYO+ocsL6jiRYKZpxTzfZNpef4QG0r8qgdxOFIEGdicaA5YVDziDN6C8TJbWJJXMBSoCKKCV4NIuFaK4CmwvrxTjIAP+/OSYpr1lVsOIhTicYOOcgPuvYIXEC9gCkKtFg8tbZ63E9DMjk/DsamNT2avY5YngeNmBsusPgecDFzZ7LCLiCF4MnyJ0IG+m5C+cFlrx1tVJ4vIrsBV5XLtrEwQIb4+p4aIyIYEA8YzCJEjA6KBqt4jIu8hdA5/S/gKnw98v8XoclrZht8DG7dsej8RWWMOQsFItAscQ0xJy/ZNZsGZ7f86EVmXIFLcBxysqsNuv4wgOYCQrtIqJL0IHDeCuAHwG2b3LckJoskZqjrE/0FVLxeRWwnCUqtXxMkicpWq3sbwDEkpUtUhERwichSD50CGWQfg5tYKLyKyE3Bwy+ftfhnvJVQAGqljPjdz2fbrMl9mtCKyJeEeXA+4gFBOdjoM3DM/EpHfEUS3DwyzidtU9an52WcbRwMfaTMDbqX1vh74rSrbttnsi49IazrM1iIyv8aomxIMa4drG7D8PUtFIpFIZJBMDPse8xH+eNEVOONJFkPQnsNiBQxadgR9cy5IqEjRELj6f5O59p6XmdTdoIcuCtuBEipdJDgS36AhFRCDVyk7hcqoYgbrjCl495vXZo83rMY4gcQ3UMkIQZCG3BishmoaSxPxghiPF8GqQdABQUd8nV7bwR1PzeSv903krhd7mJ6sRJVXSZ3gNMXZHOsTFAEp2GmNgu/svykYQ0qDBfDnX6oUAonXUgTzDCoBc2Jo712cQRMPahF1IB7FYp0n6BAhCklJEO1DNAWTY3T4bGGjHsQi2gvaAQY8ilED5FgPah34NIgm4gGLcR6shv20tdZjMTRK9aQOVFAxIS3MhHWMd6Xw4dqOcW7nI3w/EA9ajZV5XucsNwJHOaL6fwQ73jOa5qBlCdRPEUZZnwN+DByoqi+MsK1XRWRnggnniczuBXAkcxA4RGRbglfGQap60zCfbwV8luC98UFCx3e2zpSqPlimW5wEHEMYjc5ZMLvhOQvxi4bWzpuKyHbADwlpAT+aW/lRVX2sFDmuJqSpvArspKrDlkZt4fuEc7kiIWLjZwSPledH2NfT5bX9O7BFy0cjlcltFStqw3x+PWGw5C7CcbevA8H3o5XpQB9BWHqYwbSlZqrHdoTqHSNhRERGiLpZIIGj3P/nGYxAOndO10JVZ4jIxwh+FK3HPJFQSnWBUdW5+cm07q9TRMzc7rXhKNPVWu/hu1R1OHFzfrZ5AeF722T5epKKRCKRyBBUYbNd38gT9z9E4j3YRS0A+PCfthfUEDqxmlM3FX533ySu+NeTTLfjcZLQ4XspJENNFS8GoSDR0OELRTszEpodYQnih3iKJOPJ3ioX/XsK5/xrJtZaxropfHjntXjPNmsy1vUhdtlw16gbS8UX5JpipIGKcN/EBlfc8Bg3TR2LkYKVdBabrJSxyUoZT06eyKx0JYRenIUO5ymkoLBQKTy3vpxw1JXP8oND1wcNQtLyRBA34NpHPJdd/XS4R0akTCkqr78zfWw4ps63D9+OGWL56DlPYnPhtyetS+IqgFKznsO+cTPaNZ66NWSF8q7NDZ/YayOkbZzGmV4+dtZz5FLh5yduRIrHqEHEc+5fXua2J2aw8YoF3/joNnRLwofOeQypKb87ZT1SX0WkFKxKcgmdzj88UPDbf7yEcyku6abo8fzpy1uAtyGIRJQPfPcOxI5vK888gsChkNt+qr6Ds4/blNUyXdL1nSPLGMuNwAGgqmcOM3slQpj8+WWO/rxuqw6cKiIXEgSN/QijtD3AcPtBRN4NrAPsOYeynqjqAwzN2x+pDd3Al0XkNEK1hqmqOmlej6GFJwjiyIuEyJSrF2AbI5ESyr/eSohEeBuwc9n+eUJV/12m9VxBiBSYm7jR9EL4OqHU7JE6j2VmVfVlEXkHcBnBb+VSBkvXDocjeKP8h2Bg2b69vYZZRwhVTh4C/tK+Xpk20zWH/e0BHKtlieA2GgTflRsI3i4jSdZVgvnm04QImStGWDY0WmR7giHuncB6bVWEhkVV+0Xkb4SSyM8T7rEz5xS1swjJCPf2XYRolwUtbZwRvh+zCKljw5n5zi+TCOe++b2YLY0tEolEIssPiuJTeO+JH8aLLvL4DZUQpaAiNIC/3D+RH/zzJWalK9FZzKSwK5GT0OHraHD+KEfMfVPCAHSgxKpRhxeDEiI4KJcJfUSDGI8TyywzhktvmcH3b+mm6hoct8uKvHebCUvdVKrioc+k/OuhV7ng+ufoS7rYe4txnPCBbTkzUYyvoSZBsDjCufvFXa9y3h0JY4upNEyGVcE6Q92meA+PT2yEyBApmM/M1KWOGof4hEJAbCckDu91hD66tvwLiY6HdAqilkQUScdQeINVOxjNoJYiGYdNKyBVvO1DbCWkobRtXVAadiyaaDiTCoUoouBtF9ZbcjMJVMK9lI0md0KqSYiiaGu4xYfraFIsHTRSA7YTKg3AhxLOYjG5ATMKk6VoaXwbDnLOYoUqkKSoy8rFJQgskdctshDFLCKvE+YSRRCZT+L5jEQikcjrgNf1/3MhYD6YpjqRMvZCOeeWV/nLXa/g7JzGQAKJ5hSSAILVAicJCngJ2zGaIBo6ogbFlekdBodRpTDtY5iDngiJb7DzFitw6m5rUHUGZxRTRooUJFjmf/A7jDB6rDY73gYQVMHTCFOSIer5yxNTOfu6V6j4fj64w6p86K3rzrWsWqE5hXredcEzeOOCx0Lr0amSiOeGYzfFIshSTsFpxylYVbwJHhOipkzrCO0sFKwo1z2Y87N/PEuHncGph2yPhuyl2bv3PoxS50a59G8v8dzkbjbq6uf0I7ak8BnTipAJspoN1/Ko8+6kI0344qe2QYFv/eIZunsKdtqswif3nIBIgWpW+ngo+F4+eM4kfOYYq910eMv/Hf8GEoSpBXinTOwXLvrlvRgMU/wo6rlw1ecmAA2OOu9xNDWIKgbPaYdvwwqjDH2q1GpC7pXP/Pghqvk4Rne9SqNR4cfHbIpay0Fn3YOtdvCJfTdlvdG2TG9hyEkwFHhN0GAuw1d++jhq4OKjN2ZsxoJ75SwaYujIUma5iuCILB1iZ3zREs9nJBKJRCKvbYLJo5QeEw2+9Y9X+csTjmrRS92OJmHkoESHHYjccGLxAkYh9YJRITfNmA3FAVZzVAweSyGCadOXTJBb8ApIwk2PTuPvjzR426pw5gfWRQWsJlhcOaI/fwKB0QLRBGeCf4NojpoUJ0paGCb6hON/cS/P9Gcc96ZRXH/cFpgyMsN7D2bk/TlJuerOp3GSEKxIZ6dL+0jweEmXuR6m1QJvEgw5SlJGVczeyqawJFplwxWL4GUhRXncgxgNOgSidNAAKSjEgKak2mClLMNLAS5BzSymudHYao2xFaWzCL3/mvEgOaKGXDJSfBlpJCAWI3WSvJO6duHNzGAGqjA+VUwi9DagN++isOHaB3NUBTIm+S6quYJ3ZVpUA9EKo0QYVYGpIhTSSZ72MKN/HDVbwZsUwWMVcAlrj/Gst4LBl2dKW06X+OCS4xFUXIj2WOauemRpEQWOSCQSiUQikUhkEeI1JI/87NbnuOReJdV+KqrkJiNRP9e+WC4Wo4oVj1PB+woqSiEebw2qghGHUYcYgzgXIjjMYFGLIe0pO4lGQnRFQ7vINOeWiYZdLniSQ7a2HLvjOjibgi8wcxEcZkMTkBzjUzwGJCNX5Uc3PcPl91m2WT3n4o+9kRWsw2PxZVSLKMgI+1JVRITM17no9h4STWmYcG6GLIfh1H03DEaVWoAsW12cIPyE9zMagjRqjB1dKUWKweVUwzF7ctQb1DjOvXoS4odmFBssB+22Fqt0WQoUk2fADLxxWDLEOxL6+d41U8hcymfetwpJYajgcany8V3XYpbWmD7Dc+5Vz1LVGRy13+ZgTBBVXIYzgvcFx+y3BqPyCUCIlrjhrik8/kIvdlTBJ/ddC6uec6+ejA5E7wjOOCDnE/ttQKLK7/89lTz3bLt2wg7brEYKJM6hPqEwBaZIEByiivMJRhuIN+TAP+55hcdf7B1yovqtIa0Jn3v/WlhnQ9Pi+GGkZNn69kcikUgkEolEIss508Ww//kPIA7SJCNRpWY66fQ91E1ltg56E1VFVRnnZrDJWiuzw4bjeMN6q7L2OCEDrPrShyN4GvQBL8yA+56eyN1PTOHhV7rptmOGecAPnUNDKPNZdTmFsVS0F2c6ufLefn5x/1Nce+SGrLgABqtiCnJSEgqeqiV88ad3MytPOebtq3Lr8eMIrQ8dZMST6MCKI2+3DGn42l+fpyZVMvUkPqe9C5Maz47rjMKJ4kmWudJmxhmmOfjFjY6nJxWcsneDsaOC+edwalchGT5xkCu3PjlrtuMpTB/vK0IdnsI4XBkRYjQB9YgJCtfdTzboS5Rj959Q+nCAE88WGxqMG8VNj+bc9uxUOvOcI7EIDRwJ1vSjKEYrvHnD0ViCq4kaeGBSD3c/M4N1x+ccuceGFAAyMTSsNCJNi4LCGt68wSg6BH598yRmzqyzalcVxCGaIJpgKHCaoGVdZi0rCnUUGiJGEJ5/1XPH0/mQ8+S8pfCKuIK6NXM8j5HXJ1HgiEQikUgkEolE5gctULGDpobqS1NE4Qe3vcgVd/eBZCGwgZBmkmhOTob1BajiFaw1NEgQdbx3qy4O22UtVhIhmVNfbUAQMCSEMoArjIMtt12Vj26zKoqSizDRwR9ueY4r/1fHA5k2yE1K6gRvPL7cjJeOYFhqMjp9g30ufpr3b6ycuMcGiFfUGrxarG/gTVamUGioxmkE1aLs1Ao//e8LXH7XDMZrL+d96s2slXqwSWmaCk1jhHZJYziJQ9WBWFDH4zM9Nz7tSAAvAAlOhNQ7cgkeJRd9YAIOg53v5JpFg5bpIiCIaovla8H0WspP/9XNS5MT6mKxeNSliDhCV2zQlFM0pDdVXSPcW0YQUpwfWpDRqgnnQpSKhu6cF4d4T8PAzY/XSXJ466ajSQvFNlOiylSnRBRnYZWxnp03XIXMN3DGYEmxeLxJePtGCVkh3PbwNNQGz5eUhJVHdbLzJgnVKtz4+Cxso5d3biD0k/L3J/rpcsIum0Hix9AhjhSD0wxPN0/PHM0/Hu8l8QkJDURd8JeRgmA4UiPHUjMJtlmIpYxias1R8eLx3oKxVFQGLVdjEEeEKHBEIpFIJBKJRCLzhZPgopFqDpJQYLDk7H3+ffTQGTrnLUiZlqIigEGMIZcKa6XT+fGnNqdTXUhPEMFSML+P6KbZwVZPqpY1jXLcTmtz/E51ZkqVL/74v9zbN55Mcpxk5GIweDI/WHGkLh1kWuePTyT87fGH+PsxW1JgyTQntwkJikewHtR4RGEGCV//3cPcNGUM7123wbXHbkmXBh8PJUNQ7AKkjHixWC2oY/n4L56cbWw+8ZBbxfiEDcdbNltlDAYXQgyWwkC+EM49YvClWDG9D352k+O5yZ6CKorBSj3kq4yAokPSLVR1Nk8VbZvOfA1xCYUB8cIl1zyFdxV+/fn1sVja6wIJBVYTtlgzY/MJa4GCl0bp/GJQTTlq743Iigb7/9/9dCRjqPoauQhH7bc+2+3SxXMz4es/fIJ6YzpXfmk7rIMDLniMxHfym89ugfNgS8FNEMRVePjZXh58phtncpxWSUuxrGarQSWSDKuzR+jIMBFPWgpJzciUmKISaRIFjkgkEolEIpFIZD6wmmMhpGWoo8Cw2wWP42QURZmq0YomHYiro6W/xYHbjOK4t66KyJp4DQ4ZIkEYcGUlk/lHQEwZQSCIUcRZRhm45OPbUWC44u6XuPi2XjI8qdap2QpWc4wKiebUTYao4iXjLRc+zY2f3gBjEqwDxIfOr+Q80Zdx0k9u5wW/Cke+uZNzPrBGiKCQoixcKyEbpRyhn9/jMb6gEGGP8x9CyzYNOZ/UsUUHjUT4ycETEGPx2LJMrjLfZWAWkoZ4MmdRKZhST/jVLXWeedmDeDyWhAZQQV2KV8+8VL6XlgLBrk3QsGGB5oLUbIHFYhFygdVtwsy0RndPRmGaVW4GyVwwhK2IMDoDSXrwjIJCeaUOgmXVrgKsIXUGV6mR4yhMld4iZWY39DVgzKhZ1Hp7eLnu6SwsaZHgy9ZatUzqBm9BiwIvhsz0MiprUJOV6a7VcBhWymYxRqeDrIyoxagbUhnWa0jBYRgBYzij1kgkChyRSCQSiUQikch84EkQEVLX4FVJ+cAFD1MznYxy3RhRfJu3RFL042zCDqvDdw7YmNTIwIizEQkj6OVIuy0jAeYHLctiigZhwWiO1xSMJVGlEEtaNDhouwl8aFvPmTc8y58fdaRaAIZcQsqL9aGSRqGGRBu86wfP8ftPTmC1LMFhuOGRyZx+/URSDCe+Z3Pes55FpQMFEopQ/aX0ThA8XhJsM91kPqibhD0ueJTCVIJjals/VqSThBp/+PjmpU9H8CYR3EDq0JIk88LEBvzmP3UefzUn1YJa0kGlqANJeW0dvkzZGAlVRaUtgmM2gaclHUPB+gpKjkhBhnDu8WuBz3jfuU+Sqp8t4sNZjxQJ734DfHKPtVFGYbROYQ2fvuAVDMpvT1oDZyzihAKDSgKF45K/PUFiHBuONlx05BspMHzke09TTxskAupSHKCJcvx5d+C6xpC6AmeU3bZckUP2mEBNEz5+9jPMKGZx5Wc3QXUUDiWhwGMxQwQgDaJVyyE4BR2oRKR4dUPLrERe10SBIxKJRCKRSCQSGYHgqBAiGJrj6rlCrgkHff8+NOmgonVykwGU0QQFRgzW9WHEcPUxW1BVhwFEzNAgAwHT7JbPp7hRrj7wRgCk2Y0O/yYAaUYVwBpOedc6HLuH5YALH4KiRkM6gqmjOFQcXg1Ggunkhy55lA++bRV+859XSDCc/aHN2H7ldPZ9zxZ5UnpvzIO44QE0mKA64N3nPwRYjEgZ1WJINQ8lc0tvi6/tuzYrd4R17YBosHjEDYfDqsWLL8UGCZKKeibVLb+9tcZTr3hykwbDVU1IfY4TAXWUDpqA4tQw6Dyi5fvB3rsAXhPQAi9VfN5AJB96vlQpimaIg8M6T93UwSXl5oKZa+oT8mQ61T6Ps6NJbUGfrVLpm4ET8G4MhVYwKIVUKPCg3fSaNAhGWlArejG1sfiK0IVSowOTe0Rm4ozBqZCbFOtrCJCaAiuhnLG3ngShXgCmwPtGKWNAQxyVukXJaBjIwpFTiKeixUDARkGCFo0hx6/kaG5ALWpCpR1pChxR53jdEwWOSCQSiUQikUhkBAQfyp+WU6KOhsJuFz+HycaR+PqQ5a02UIGcCh9840oct/Mq5KokeFSWhRofwmh13HD0elx6bw+X3TqVQqqlN4PDoLgy5aWQhN/c8gpf/diWvH2FAlvMfesLgsHREMs7LngMI0nprhBG7xPxgOLE0uF62GPTTt6x3hjE17CSzneEyPxiy4gBo4IXg3jP9DpcdlPBc1Ny1Npg0qk54lOclKazagbLpw6YYc6ZZhUdLw60SiK9/P6LG8+WiqFSIPSAdtIwFqVGmnfhbY5RQlpPoThxmGJlrvjSiohaDvjmHUhXJxcctyHjR3fy94fhkPOewhUGNTm+x/Pnr6yD+q5gJIvhqtO2wxnDh795Ny7rQumjlqSgOUkBPlGgG1wHhhoNIwN6jXcOCsdlR6/DqLEpf7yvwqHnPkq/S8hMH0lnxoHnvkCjcFz1xU0Qb0icR43Dm3A+jt97TY7fazWGKBcCHoNQoJoGU9oFTOyKvPaIAkckEolEIpFIJDICTZtH63MUoSGW3c9/DGMTrG93OAidr1xS/nTkeqyaKB5DikexLAWLiGEIaTSGjMPftAoHb7sKe5z/NEIdox14kwd5wTsUoZZ2cPrlj/Cno7egy5pF3pU0vs5MU2Gv8x8rx/Etgh+o/qlqQuUUzdlqwihO2X11FPCmCi3S02JDBYzgtWB6X8plN/fx8hSLk2Cgapwi3iJkFFIHTYekTAxmmOhwVhKzkXiluwFWOkjc7L6khVSx5Ih6TJ7TMILQAJ+h9GHUokkPjYZB1CJqUE2wjRqmMpZMBfEhkqi36MdoQgcZM7MZ4FPE9qGkoZKOyWgo+KRMAnIW63L6i9EgdXIyCmfIfC+1rIKW+VLN4xQR6jqKqigijqzfkiR16vUKhc2xqojJEA/epEBIk6o7pS/PyVyCtglYTpTMGbwVGmVlmJihEmkSBY5IJBKJRCKRSGQEBI/BoCL0krD/+feR2C5E84ElWsm0j38esw0JkKshM6Es7NIoYTocoUpJSJ2wQIJy1eFr8ZGf3Ut/XkGzcDwGjyJYl9BnLHtf8AzXn7ABHYu4PQ/OMnzy8scxEvxNjA6KRooBCYkpG491nPe+jfFiEXWl/8biP6sOw8w6XHlTncemlGkXkmIE8EH88jZHnEF8OugOoc2KKFJW/WiWOx1e5WhGe/T4Do44935yC16zYbIuitKQU7BGsaYIUR3i6dUOPnDWk9jccvWXVkYlYe9vPUqSKb87fXdS4IhLXmD6jOd491YdXHviFswU+OjZj1PJK2Ay8I79znwSsSlXfmEjqqpY+vCM5kv7TmCHTTp4rMfy3u89jtZ6uOqrG4IKB3/vWfIyQqm1zS6pkfhOnK1RSxqs4F/mVyftjBrl/We9TOot3nisNvDagZMKp/3ocZz1ZQWYtmssRZjvBUNONp9VeiKvbZaV39lIJBKJRCKRSGTZRD1o6Gx98Pu3U5Mq0vRWKIerFSEVh5OU645/EwmCEaiYYLppxIQqJ0tipFlzCppmlB58jRxCbZfCYX3BZLFceOuL7H3enex20ZPUU7jq2O2pZrPCNmw4buNDwor1BrUFh5z7H7wq+EbZgZ+XBvngRaEOB3jvUM1xDq56bDJH/eIprHpEFas5XgSjDmc0pMx4y5od3Vzy0c2R0ttDxJbGoouBQikU1CtTa/CjG2fyrT/M4vGpGQZPQYKVYGyplCaePshBapopKa1Goa3RHEPLwEIoMyvawBlDv0not1UKGYeXUVixGFLUGEQSLCmYKmpTXJLQMClOLYVmiDcoSheeRpLiTQdoSmoNme+iIJSRtaaCJhWMQmGCSOf9aHIA7QZRUltgbAcVBypK4sJ9YFCcQKcXrEmoylTwCgK5H0u/ZIganDSwWiMnp1oUOPFYLxgdg9OsPO6M3Dj6rMGUNqOJc9SpUKRV1HSCqeJNBTWm/A6leOnAaAfGVPBmHPUkQfIuGhLOrzD3KjWR1y4SawZHIpFIJBKJRBYxr6kHzGY8wfWPTuXMf7xCQ4eOGCe+QW6qOIRbP70umCSIA0ZKY9IlS6FgKcqCrR7xBbOkg9/c8QK/uu0F+s04vElIykiJ3Gb898jVUZuh3rLn+XfTna5Ah+sL6SHG4rBkvk6/ZBy+XYWj3rIWDREqFMBcfEXU0xBDRukxgcGo57TrX+Dfj3ZTmKHn06jDSUitEMlZsdLHnz++DWqTMppj8Y7Rqg8OILc8UfDH+x3qLDlKSgP1NviTwNDojIFKH2aIiBHEDUEVPAWmSPjyvjBh9YSgIjUdXjzeJ6gEL5KKg34LlTLypwC8KIkKvu2GCv6ljhSH1wQ1iqol0RwRR12qWPUkUuBJ8R6c8SRqMd4j3lDYECVz8HfuBM247JRtSE3OwV/7J0XnWCo6BrIamodUHbSBtV3kkqKuwNT6+c3X3ogCh37zXkyW4RhNQp3c9aMmY683dnL4HhsgpgjXVi37n/0oaV7htyevi8fjRYG07TtTeuCU6V3NzxwO1IIoipKWZ3RpfOdaiMkyS5kYzxOJRCKRSCQSiYyA8Tk5KV+9fgYpKe12kTXTgcXz30+vVY60UxptLJ2OVrPWCOrY5/y7mZKsRuJzUl8nT0fjSYP3Qel3sEI+hZrZgBQlEeXaE7Zlt+8/Sk8yhkRzMl/HUtCwFTp8nZ/ek/Ch7WCMyXEmm7snhwiZr6GSlRVTcj7ys0d5vrcgN6OwDPUxcSIUYqlqgzXGCL/66BtwkgAOq7L4u5DiQS2T8wJ1CUKdTBPUV3CmAB0qbgzSLryECimqlH4ipalI2/1jvKImKTvvSgIYk9Pp0/Ia5WQ+Q0VCRRUdKiipV7wJCUeJQOEtRgrEWNCUqivwxqBkwQjVeIwmIfXKKqp1Egnt7bNj6K8mdOAgT2mkHVT9ChQ0UKdYrZCpUjfjKKSg6vqZmXVgXSembG/DVqh6gzEzyenAmgzrG6Q6BiMG0TQEFpk63qfUbApSYIsMsSC4IdfYIWTOg/E4DeliXhIq3qKEiis6UInIIgPnOfJ6JEZwRCKRSCQSiUQWNa+pB0xVzz7n38N0MwarrqzwMYjznuuP34wKgnUNTJKxNLtYDrDqycsO9i4XPIZ6RyaKp0JhPIkXVBqICh9723iOeNOKeEnCWLkaal7Y58IHycuSn66sbGI1lAG1rsbfT9gag5ReGHOmACyKdwXdJuHA7z9Av82oFjl12z5aD6hgcGy9uuH8AzdETTJQxUSlvabIoqeZ5nDN/xz/eMyhahHN8SShLq0MpuYMpOmotEyH8q9DKqj4UB3Fuowv7+uHRHAUQKIeLyH6wPoevOmg8J4TL3wAVfj+cVtjtI9Pn3MvaWWokJJohVVW7Oekg99OQ5TPXnQ7dU354TFvQqSg0AQvjs+d/S+SSgeOKka62WnjlXnvuzYhV8MXLryVLq3yTI+lkE7+eNIG5MCLUyGznpMuup086cB4qCUpVefwArlYKt6TS8aEzm5s2s1LM0Yh2sU3jt6SBCH1ULOwkuSMHp3QD3z1+//FVR0vTVsRsTXW6FJUG5x79FswhiEiYoHw4uQa5/zmQTSfyfdP2BWMgLM0bM6J591OKl189citGZMZjCzVqipRWVnKxAiOSCQSiUQikcgyTXC/cAR7x8Xfg1DV0JFWBTxP9ynTGI0iJOowCHWTkfgGCcpn9liNLs3BWEia/gJLD6sNcslIvJKLcNmRm/DRHz5N3Ssd2of6lEISutRTUzhkm5UBi8VjSBBROo1w2nvX4mt/eZUGSqI5njR4LWDwJuOfLzV455qVYY7VgQ9ihBPBakgheLw35YSf3EPddmIUGgPiRvBfEPUoHpGU3dc3nLr3xmWaDSEtZQkEbwD4MhrAi8eoxamG9hH8KFrFjfBmJHFDUT/Y7uEGlxMAMQPxH15siEUoPC/2dtBIHILH+dG81CtUXFfwhBEwqljTA7O6gCAmvdg3ClcAoqUwpTi1vNCbMrYo6LFKtehgaiMhLcvXvtJXIVUhtTXqkoD3GJOy/vjSeUP7MNIBxlBxQm4EUU+iDucticzkhVoVqa2ImgSDZ7UxMMaHVJuqQiEWq4oV4dl6B75ex9hZdBRjmNQ7C7SDXARBsRoioVSCjUxNO3i515IXihODqsEayHzKK72jIAlhHGVx4fJ8h1+Oeu7JbPMe8gRXnFCvB5GW5SOvBaLAEYlEIpFIJBJZphnwZFhCXRFRT0MsGVBg+OSP78eQDcSlNExKp+uhz3QxSmfx/k1Gk0tK6gVvln53qZCMVHNULNc9PoMz/zGF1OcU2OCZIFB1NbptldQVdBqL4FBCxzpEMDjevnYX4ysNJtaSIJhoqKriS3vPr/7hWXY7enVIxw5tgBoKA4mHhAJPws/vmsil/50Fpgs7W4BPiDQpTMrYYhoHbLcKR751HcCXhpFLr8vSKlQM/pU5TremqQTBo7wXtDR9nQf6igqX3fAiqsqn3jWezMClf51KZgqMWNKi4KN7rYMRH9KNnCPtLChMTuoTjtlzJRpeuPT6p0mKjHq1QdZf5Yh91yexFq8WEU9fj3DJ9a9C0ceRu6+LsyCieFWcTbBa4CTBeOWje22NCNx83ywemtyN8QbxVVQ8gqWej+Lod6+MtXDu356hSgc/v/F5EmeouALVlE3XrfKWzcdSk5Sk0UFdPEfvPYHCOhI/HiXFaEibuuLGx2jkwQjVS4FUOvjkHhNQJvDj615EpIaaTpJGeW797OfWl9E2Z/7oWtZeczU+vO8bSDQLokmZkiPNdK4ocbxmiAJHJBKJRCKRSGSZxmFD5Qwf0gSMWcwmk8ZSUY+q587JSl2C70Yhwbgx9QX9tgtUuebYN1CYjFRrOKli58V0czGT+BxvUi699SV+fdcMVAwNwqg6COKF3CRUXc6Yao6Uo9oDSCh9mjvDFZ/Yit0ufJTMNyjIAE+qDRqmitGCSx9Sjnzj0P0rgsWTIxg1fPiSu3jOdWLVojJMR1SC6aignPy+rXjHhArOuFDBpYxmWJoMihkwVNwAtC0VpTVyo7V6CmHdeaHhHDf8bya1hnLVV9bGaIPv//1eMjVkxlDYPnbeZmU6vOBVMVaamTOIgXe9YRzkVQ753os420C8IXMFP9z7bViE1EHNKv96oM4f/3U3Fe3hyFP2DKadxmKdBiNVtZhyw7tvvSpY+N8LPZjJHusTirQHHwrIYPKx7LHVKkhS58JrBFH4z10v47GkUuC8JZUV2HHzcSQKJD3U6sK7tlqRhk3IVOk3glWo47nhvpeo5V2IONCMtVedzhHv3JbcWw763v105g3ydDpeC4yManNxCb8PxoT7WOnkZ3/4F3/62+1c+K3DWWNMB0gDTIKWtqRL+x6LLDqiwBGJRCKRSCQSWaax2gC1fP0P9/OV92+7RPapOFQsp/zuibIWiaXi+8klw6giqhy/0zhUshCRoBnegPV2dq/JJYyThNP++BA3vqiohNSKTBsUkoYoAvEk3lOXlHM/tjEOM2BMGrwwQynQTHMUw3nvW5Pj/jAJr9ChNWpSJfM1vAq/ufkFPrX12CE+HCoe46DHwn7nP4XqKMRoGSWSQFsZT+M9CQ0uP3wD1uhMQYIPiDcGs9TcTAarn0CL1waD02hrtMbw4sZAdZXSZHRe/Q+9CFmRo2UFkdQJSMoW640myWtYDekyT09RJvV20+kMKp6GETKf0mt62XydURgc1ULpzpRMBRTue7kPlyt5v2PjtcbRRYEXj1XL3U/VEBxOHE5gh3XG4EW467mZiCT09iagVTB9iBtNNZ/ONuuOp9s18NZgNQEHYnO2XGc0WggPTxTw0ymMoRALCl67qPp+/vdsg17Tz1vXHU1VPfc92U1hLVuutgINMTwzJWdWv4QUKQ3rinfMsFV2Wl0x1Lj9hbmUhZUGkDK93/GRE37AB/fansMO2pmKltEbUd14TREFjkgkEolEIpHIMk5Gjwh//s/zfOXArcMw9WLFo6Q839coQ9kFg8dJikEx4hExHPLG8TgJGf0YCXEbizm6ZDgKgqmoIniFIy6+iQeLCYyml4YxaGmMKkDia3xh7/X44d+e4AU6WC/zzfFuwpECIiFZJQl1KbZdrYoVJXUN6jaUHPWSgEAdy/XP9vHOdTsRVawWIAm/fXwaF17/MkYznAEZMAj1ZX9fSLSgkBQRuPqYreg0TYeV0oNisEVLAaV0BGlpQylg+MF5s0VqlB4crT67CpgyjSIs2yZyeMUbxRSGovTGFAf9FYd1BRiDMxUQx0kHb0gmwUjWoFx7x/Pc8NArdOgoVOvkYhCfUuD548mbYiRpKSsbBJYfXf0sr87s4d1brcjXDt0CNR7jHWpyvvWHZ8mKeihXS8rlJ22FRTj/lw/RqFbwLifB0DBgfEHDNfjCh9fGUMHTQIEsNxRJhc9/cAtSIxx1ydNM7nEkahENRX4bUqdSqfCt3z1CzY/jqi9loCnf/vVDuIpy8fFvYcWK5dxrHuP2B/oQbzFO6bNQ6ChsvZ+TPrQVQs77zvgfxjRP3JATG86SGlRDYpU3CVdcdxd//de9nPWlj7DR2qPDvYkBKSM5VMoqSJHlkaWsL0cikUgkEolEIiNTN8LVtz9PPzpg6Lg4EfUYCo74yUPUtDLb584r/3fIJjQkwWix2NszNxIX2mDUs88P7uMhvw7jTI2GVDClGFFIipOUSz+8BXuvO4o/Hrc5G5sXELK5bl8l4/JPbogznq6ie7bPv/uXpzCqeDF4EQ7/+V2ce/1UPBk1O/v2jXoSLXAmZbR2c8sxa1HBIFqUnhvLFoPmobRFaehs00MMRn0wGEWDjeocu16iiBrqAjMc9BdCVzKFsa4XTHCCGVVMp8v1UROlO1cMOSoFqRSMkh4y00tuIDEwzvdQKaZjNZz73oalL7f05kJfYRAp6KQbcMxS6K8Z1IBqSqbTSdLJVKWfFfwsVKG/gFz60cLTqcIo32CMKJgcVaW7qNJTGHoaGT0+wyR1qmYi/QI1B05zNK/Sh2VaAVMLMBQYrYM3OMmZ5Sp05wZruhmXN0JUlAA+xZWRKTO90IeQuRoqNXq90OOCp8z8VAa1WmFqXvCxL/+IMy78K3VXmo5qqGKjUdxYrollYiORSCQSiUQii5pF+4Dp+9jmxGtpYPjwOzbjlP02W6Sbb0e9px/Y5QfP0ul6cZK2fe645bgNQQQn2dIrSFnSUCVT2PXiRyHP8WJRhMKkpL6OxdFPB385agO6MkumnroYOryCkbmOeKovUGDHi54Cb7Ay1PGgkIx/HLkOmgh7XPAEFe9oGIszStUFo8pWnCRYzdluzSrn7Lc6RVLFKiDBkHRpn08XxvO56n91bniwzYND2zw4Sk+O4aqnNJf1hIojXjziMk7b3zNhtRSRUCYWX4AYrrm/zo+vfYwVpcElJ20TKnxogpeCxIW0nX2/fgdZdSUuP2UjKkJp+Ko8OUP54qUPYHqnccVp76BStk9Mg/2++TBJmoT0DoGLj1qHVcZW+OtDBRdf/ShdbhqXf2lnhAzxDaACph8nhgNPvYN87ApUfI5oweff+wZ22Czj2RnC539wP2oc3o8ioY/CCllR5denro11VT7w1X9RHzueSpHjTA4+BQupL6hLFasFKp5UHc4b1IzmspM2pUPyUPHEW87/69PcfP9EnHQgmiLSi9cQ9YO3WIECh4jnx5/dlrHVVsvQUEXl6z/4O//870PIQOSXD94pIoCjIxFOO/H97LDRGogY1Dpkwe/CqI4sZWIERyQSiUQikUhkmaZOlX6pYkj57Q13L/4dClz96Cw6imCm2c5eG2UollwyrLphNrCEUXjLRU9hC0dhqxRl+kizCkZOwrXHbMi4NIgafQhdrh8jDUTnHjGhJkGwnPT2ThJqs31e0X4+fuWL7HnhkyCGmrVk3pE6KMzs/T2jOZ/dbU3OPmAtMJZEQaQATbDz0J4lxeyeG+3HMrR6yoDQ0SKEqGpZ7jSUY2WYwWUNpUIw5Ei9Rl0nYQDbSMjFUWgCRlALgiWVKdRFcAgqUAOqCRiXgzEkpvQLMY2QmtSYidRmQn0avjaV1HTRRxY6+fWZFEUNJxXqCN541DRQOrA+RUWpFn1Yp6CKo6AQwXtwklMpHBV66LcG299N3U0h1yp1A41EqBb95OIRV8FoDvV++huCLXpx6hEnOA+NvA/XmFqaCafUxFI3IbWnoAOlwNOH81W8hNPo3GQaxdQQeTEfg/bh8gQjVID+Qvnit3/PZ866gl714Je2xBZZGKIHRyQSiUQikUhk6aIO8BSSkqgrKxuASD9eO7jx4VdJfD9Qpc+Opgfoco0yfN/jRcrcfk8hZqEfcEULLvnHs7iyUogTS+pDZ9EKfH7vTUGVtDQind8h21CG1eMpy7OqxxGOHTxYi6iiYkC1ZeQ5EApbKPhQeWLvCx4kVUPdpKiCGdh28Ar507GbsKL2k9PJZXe/wI9uncFNx2+Ml8o8CQpGFW9gr60mcNa/6whD03Iclpen9w+MnBo8RVnBwqigeFALRvFO+MkR67JpVcglIcWXY95JaXuwLI2/CuqDG0crQwxEGWowGqZpmy69N4QyNmSoKCZYvBX2esMo9nrDm1HJEZfgbM6h33yImmRc+6XNQ/qO1PB+NIefcReEs1eatzpStWg6hr2/8wCukfGPr6wPJFz1jV3w4jFeQDxHXvg4U2bOYvc3jOGqr72DflXe96176esruOFbm0JeRdN+1HdQsw06pIvEKcZYROukmqGkiEIhSr9JKRqeP3xtB/DKvt+4gzQBUxkTxA0VCtvP+7ZaiQ+9Zx1yzfjwGQ+Saj+FgbqO45qvboJKgwNOu5EkHTvggSESKvIEcUlAchp+NEWjl6u//jbQnAO/+eh8ed9I0yNFyvdqwBTc9+g0Dvzk//GlYw9kpzeth3gtTXnBBHUJFQ3CSExjWWZZln5BIpFIJBKJRCKvQxRwkpL4EBaPBpHBacKDk7r58o/+TUJSdtISzvjFnfSaFKGGYrAu9JFVKKtuLBzeJEw3K4QymWpINKQQqM2wuFB9wStgGabq6VwJXSOLwUFZpvKQi+/ggEvuRaRBcACx4BsMF/FuNAeEicbw7vOfCikgNgE0+Ieox2qOiuWfx2zMeAq8dPLtGybyo9t6kKTCXuc/hFE3T44XKoJRqBQNRlfqc13eDdiDKl4SjCqWBl2uj3+dsAmbdii5rZCoH+7wlhmGRAXo7F4c7T4cw65HKYg0q7AMF8GBYryCFKAe8XWCcKehuk1rhRpVFEdFISHHqNLQTiwWTE5uwKvFakFeCn8qDqNaFn3pA0pj3JICSDCM9nkQopJexFXANrB5hVxTeq2lz2cUJGVqFiTeUOhoClVwObkIYEjEgCR478mLLuqa4osuCk1QQlUfj6HXGgqXYIsGahSDJyEBAyKKiNJecQfAqAPJQ3FXpRRIFxwVbbrr0uc7OPXcP3PkyT9jRn+DpuEtRtGB1Kxl+KaNxAiOSCQSiUQikcjSxRMiFiChUOFn19/Lj/76IN06HiNCYcfQ4RogBYLwh3sn8ud7rsWJsNX4Ho4+aFd22WAM4gwiIZx/YXipBivodPpMFat10GDSqd6z0zqV0PGyNlSyEB3SWZy341WMFDhNUTwHX3wvE10XTgz7XPw4Vx/1RlRqFNJBIjnQ5gGiKXdN6eXEX71CbjwGG1JNyoqquVqsEf5zzPoEvwHHx37xJM/PzOm1KzDKzWKmjOL2SZ43rpRQnUtEvqiSi5BY+Mbuq/G5aybP5QibnXhBXUHddLDbuo4z3rMpqjnedJBIEImc2KXuuTESqqHzOxi10X6tByumhCopLZEdMNAJH0kHE/VglD/e3+Cnf3yUXASrdRIHppLS3qGuW0+iDqsVjtt/dd6xxUo83ysce/6ddPXM5KrTdwkpGM4HP4ncUqTw/i9cjRu1Kp3WheigkkxBJacYU2W/bzxAvViRq09fm8RVuOqMt5J4E6xCNEdI8WpIFBrWo7Xn+NuXdgMxSAEkNRppNx2+k59/aXtGl3IGUqDeoig1UTz92Bm9/OXbO1AnQ7zHSxXoA18dMPoM51IQaYmSsTOxpsq+3/gfhjqJHbVQIoeoIGpKDxjQBB6fOI33HXUJnzniHeyzy5ZYXwApGFDxzN25JrK0iAJHJBKJRCKRSGSp4lF6e2vseepvmG5WoUIf3owjcYJKnapTGiYh8aDiSDSM7BpNeGxyhePPvxVvMt7Y9Sq/PP1jC92ei69+iEIzUgVHJyKhnGlS9PHF/TYPvga6YOIGgCg4UoSCA8+/m+l+FGoTQOhzhvdceCdXH7td2H4ZGt/Klfc+ywW3grc5jhTTkmaiGEbrTK47eku8mjJKJOPR7g6qeLrcLJxYEs2Z2q1UVi47biPiSDTBSYW11q8AIwscVh1OEhSlIgXffv+a7LBqQm4sqXqEHNU0lCctRZllGg0iRrOzPRi5MVjyVZsRGq2rtR5Y05pjuAgOccGjAiU1KcYoSJUigUopkwwsq4oKpIVgqCOa40ShFu7Jhg+CllCASRG1qFWsCiQZaTKotjTb4gWstxga5LYLSRsIFTANEp+gXiHxqKQYL4goDqHiPL25RTQHDGpTRA3qE0TSFuFKwWWI9WUKlaCS0EgNqKOiitpgoopmqITyxFqmZ7nmOZCQsiK+AWKxtoKRJOgnC3MPSY4nwWOxeBIVVC0ucZz903/y+2tu57tf/iirjXEIsogdlCOLmihwRCKRSCQSiUSWKlaUsV0Zt5/9MRpWeejFXs6+/HrumJSS+pAjL6rUk5zUGVJx9EkXo303h+21ER/ac2vGqCdB8LIA/WUFJyH0XbDc/3I3OWMxooBDRUg0R20HXY0ZkK1Q5u/P2548YLRACWkkhTEkrsZeF9xLD2PBhg60UaUB5GYc+5z3X64+dku8dATvCjVY+vnuf2dw9d3B6NOokFEg6lERnPesIDO45vgdyvMaUgZUi+DLIQleQvqCoORiwvTspwPBl9EHgsOS+F7+79ZZXHf3FLBDBZFcUjp9L3VTRdTjMGTkNCTlT0dvxdgknKcUQAyhiwshF2F+L9aSYPaUk6AFmDJCo/SDGIjcYGA6iAaKise4UDbXqCtLClvEFxgcQsfA+p4KWKi4BDV9jJKCn56yU4jkKJtz4Df/RqXIqFTHhnQQk2JQfvjHJ7j0T48xYVzBb0/ek16Ug7/+b3qLBn/+5rsQ6jiTISjOKJkq/daC6cZoJ+DJERwp3Xkf1311S3qtYp2ixvKBk/9AZ1fGj766L0YUL+BUUAPe9NLZtSKHfPMWBE+hipqUDtNFIT4kXxn41Ll3M6NnEvttszYHv+cNdKjym5O2Rg0U1BExCIJ4R8OkjM6FIumnIVWO3W9L3rZlNQhhQMPAYd+6AydgqSHqKRJFNcWjeJWyxOz83FgWGXT+CVdFNAguAs9O7udDJ1zAh/d9Cx894K1YKb05Si8Ome/9RRYnUeCIRCKRSCQSiSxVyiISYAtShK3W6OInJx1AqnV6JOXtJ/wexJAUISz86AO34eM7rkuqoQyk+FA9osAE08z57mx4wODFYBSm6TicyYKoQTCZTLVAtQ7pOgtwfA1yyUip47VCoo7dL34c50fhMov1QzvU1tV5NVmd3S56ihuO3QxfWEg8x/9pGg8+N6P022hpvUkwvmCDajc//9R2Q8P5F4DmukKDhlTwCu+66CkcCUXSgdGhJqMVX6OQBFEfOnvGsvGKhosPXrf0fVgeGUyRGFoCtjWag9miOprreteJmgLjPf3G0NUo6DcdpNl0skqVUDx2cD+t+7JSJ8FhNUFwQB10PDVbIDIT0SqQo5LQK11UZBa9vkImCh5qGXhWxmid3FRwCFX1WFdQFyFxBSavYHCoKimCSjeSC4npZWyR0J9U6PAN+pOxYMdQA8aokCMkeHCGXKukrqBuxiDiKevSNg9mUCeyCTXG440JVYecpWL7UToQsnAWVMF6RHvpqaRUC4OYflRm0aEVCqOoN1RQGmKpuNKnhIS08Ch5SC9ZDHeCVaUwlh9ffS/X/vMezvnqR5iw8mjUtF/ByLJAFDgikUgkEolEIksVj0E8hE6bDyaFAJJSFcNZn96RYy+5jcQkqPcctuN6pNRwporVZvUVTyIeL2YBOhyCxVGEeg1YAauhaoo3hsR7wLNql6Mulsr8Hp9kpJqjmtFA2f/8e3C+Si1NyZzg25xKG5Ixzk1jmhnPu85/iL8dvzWHXvw/Xiy68KkhafNdFF+w41oZ3zrgLcGAEYYYU84vxuV4kyIIP7/zZS69o0FWVnlpr6ACkEtCVWvUqJCIctq7V2HXDcYhONxy6VbQKjqEaI3BKI4WIaOlHGxzEjHkYsl8Ha+OXIS0SKGjxnG7dfHmdVaiXrhSgxvmGokQumjBjFOwqKtQoGQinPbxnfHqMaoIiiIYtSRpfzCYNYZvfWQXEpPz+UsfINF68HuRDr5+7DvBGFL1WGcZPdqjPlTIsZrS1en5/MUPg1rOOnprVDK+c/SOZJLTRUi5SQAnwrrjlO98bBsQOPWn9zaDGUKll+ZxlX+yRpVMa9x0fzcPPXcbTio4gaLezwXHbY9qEjxBfMK3PvU2irIsceo8/3ngBT5769NsMtpzxCE7kDnD9z62KR7LKT+7B1HDGR/flkId49Ly9M3mk7JweHGIz0jxTOouOOQLl/Pet2/G5w57B9b4BaqkFFl8RIEjEolEIpFIJLKUUYQZoK9SmHURktBx8w4rhl02XR2V0aDdjEXJ8HhNg9eDsWFEGRNGxdUPjiLPx95FC5wYnAhOgumpMwarOahQSMpGa4xaoI6MUUXVUjfCvufdQc2OoTBC5ouyMsPQJBGrjn4zivG2l24Zx1u//ySjxZLSAGdxbY04eNsOjtlx7UXmDuBtQrcI77vgMbxzdFKhMMEMVsUHQ8YWUnX02LEY1+C3R23KqokDLVCzbBuIzo3W6IyADIncaK2wq2X0gqpifY6XAqcdrJZO5fC9V2bDCSvylxse4pTTr+UHpx7ERuuvPZsI1YzgEC3v46Y0JDkN4xHN2WS1lEQYiFYQQopM4m3IB5GCTSeAMd08OlWoFikVX6EvzdlszSpGBRGwHryhFEpAvcfgeX6yp06VZnmgLSZ0BvHRK5gC1KIqVCxsvGYlpI5ouPN8+b2zWqZwlNQSh1XHtEaVGVMdhXoUS96noNlA5IeKsuVqo/DGlCljcP3t8MLkfrp8QqoGb4SN18hQsXif4qSTjVbLKAQSBcfs36eFxyKSo2owwMqjcvbcZSvEmPL7EFNUliWiwBGJRCKRSCQSWaIoDlGLlwJRE8qizriZ2uT/0bXhV0B86C9ISAdIXD9VPwNnO/nEvpuFnP2yPxE8CgwqOfjy0VaG7m1uQeQiilIhUch9mYUvhHQXLIURnBj2fMOapPNgiqlagCTle0UUvFH2Oe9O+uy4UJHBJHhNMOQkWqBaoCo0bAUjBkHpcwlV7UWNpVHaTRo83hM6V5rz6R06OHT7dYPHgi+4+qFu3rvVinO9Armx5flzoCEKI/F1RCv86n8vc9Gt/Rhv8KV/w0AZ3mFGx12ZMiCizOitsdq46msgbr8pbpRTQ7QjH8qpikNREmeom+DBYTB4b1h7XJ2P7J6x+rjV+MWf/ssxV91InowOaSc6NMJGVDBSZ+M1LIfstBY+qaOiKMVAid5OrxRGyvkO6wy5Ee58fAZPv9LH2M4679l+PVIVciymGMPBO61Mhxb86oZXMV5LEQISgjD41KQ+7npiEo0ioWEFaTQ4aNfV6Us7obD4xHPZDU8wynax3y6rk2nwkElQpvcqf7r3ZappATKLpBhPkczC+lEcuOtqWPH8/j9PAaPpzes0JGPTVStsvdmK5EXCH29+ld5O4Q83v0QvimWwfdVGhUZSIN6z+oqjeP/b1kEy+O2/Xsa5Gh98Z6gOdOhOq5YVUJTEhNgR6xc+osITvvuClulfnhxYeWzCl446kC02mcDvbqyxworKmiuYsjx1ZFkhChyRSCQSiUQikSWL2iBiuIRG72P0PvJlknwqRnJ6pv8bt85XWHGVXYJ6oUJDOjnjyLdz0iV3cPguE2bfnCiiCQpc9+8/8e537M9gqYi5G1mGoo+KiNCfz56CISGJhvUnVEpHyZG7MyoJgkd8jjcZBcou5z1ORSuAxxmh4gr6kpSqC6PA/zp2Y5Qqu5z/ICKGRpnWUjOdJKUpqKDBKNQIVRp89t0TeO+GVepAosrbL3ySI3bbZK6nX7wllQZWoS6WrEzR6ZeM/S66h5qvkArUTUrqi4GR+ZHOIGJQBOcWvFznMseAuDHUjyMY2SriU9CC3ID1ildl0wk1PvGOLgydXPKb67jm34+GmIJkbNlp9rPtxksD4yusv5qy1uprABa0vMs8qNTIjZD4ECkhavEWcMI9j0zhHw++zAajcvZ581ogKUZ6IEk5ZOcJGIQf//MZKqQD3wPjLc4UPPsq/P7Gl1ABi6Gow8G7rotqEsxRvef3Nz5DVulgv11XRxRyI4iHaf3C1f98HujHm07E9qEkeHIO2XE1nCQcdPL1+DE5RkejxrHxhC4++Lb1qBnDFbdOY1zR4Bc3PktqHF5TnClIcBRkpN5TJJ7j37sF22+xBs+9CqdcejtFYxYHvXMtxGcctMvaIB5UEK94EVxpvrowCpv1UJgU4w3i6owek/GFI/6fvfOOk6Sq2vBz7q3q7pnZwO6Sc5SgAgJLUpQcJCcRRQEDIBmRZAQTBhDJYAIUEyg5ZxEElhwFEQFF8gIbZqa7qu493x/39kxP78zs7OwCy2c9/Jae7q7U1dUzfd/7nvdsx3rvX4Y/313nlOtmklvHh9euITgUM1f7K5m3lAJHSUlJSUlJSUnJO4pIHgbDVqiMXZl08kUUb9xO/Y0pjFvhKBBwxmMJXU2sUTZfeSE6rKDONs0RfahmqK+CUV584x84De1bgw/CzzYFQltuZx1+NktYfPjiPAIregjhtNSlSsUXbHXGYxhSepPxdLi3yEwn3vTSVXjEeG46cDWcWAxw+yGrse1p9zLNTgAg0aLvCEUM3hUYYzlzr9VYbQHFq8fj2fCsf9Oh+chSFk0GPg/BriqIy7nwodf4xZ0zaJhxqFW8V4y6UK4zwtIXr2GQ//+F0DGlvUwF0jwhtxm5eKwYDIbJKxfssf4Y6j3dfP8XN3HPI//EeB+HvoLRAk9wF7RjCW4QwZKqRb3niZcB08CoxfqE901woDWsAl557OU6IhWSqrLSBGGp8WPAhLBN0SrqDf98qYF4YZlFE7qAv/+3l6qxLDepQjUNqTOFKUgahpUXhp5xCU+8kuHIMD4locBoRiIFCmQKL76RMS1Tuns9y00C0bGIhLwaJwYk5R8vWPI0I08gpZNlx4OveCZ2CWpC4+IPTJhBIhWeeqWgIVXeN8kACf+YGsqbllwopeKUzqolETAC3mZY43nsFY+SUdGC4GkC8Y6VFu8kVSFaZEbxfsf3WHKsWjrGpnxln+35yBrLcdmUnH3PmUYBWPEk+VhSB6jFlw6O+YpS4CgpKSkpKSkpKXlH8ViMmlBeIh7xhsqk1alMWgzFhfIQBHyKNyFQ0fqMvTZdFJ/MmusgWuWO+67i6ReexgMXXHIKqy27Nuut9bERhW2GQhih2SNjVuIMfsvPw74+sRgNAsFHz/oXXjoxNKjoTDLThSGnoJMu8ybXfukDOGMRBaUAsVx56Hp84ux7eEEXoqKN2MY2AYSqFPz+oFVZRMLxvCgJu5/xJIaEAkvVZ0Bt+Nfrhdx2sdEyQo8oW5/1KDlVnKlS0R6cT7AqFMaS+hw3yKB81rMTfvj/I280mTV3ozAej6FLczZfvcrWa6W89EaDI7//G556/nWMsVgUr0nMaPDhHGrIepllD2qjC8khwKu555hf3I+YBtZ1UhfLtV9fDyTB46kb4YRf/AWnwoE7r8d+W62IE8FrU8rLQR1H/vIxnAhXfn0jDML2x11LtVblnMMms/D4MSiGQqqMkdf48X7bomnBrt99FvQ1VA0+sdRqk7BFHQ9UBf5069Pc8djrrDgp54cHbUbiwCXhHFkKxOXs8J2/hKDeaid4OHqfdVhkTIpicOLodJYfHzCZwlTY9fj7yJ3hxAPXwuLZ/ht3UUt6+drnNmSBWvhcGO9RMaGkq5rwzZ/dh6jBGY+Kw0jY9s+/si6LVEBlpA2cB6dWqXLk57fhY5NX4sr7c/b/eZ26Cy6xxAmIp5BecjsWxGNKeWO+Yp4JHCKyNNBQ1VeGWWZ94HVV/edstmWBxYAZqjptXh3jSBCRTYCtgJ+p6r/mcN0uVe1+e47s3UVEFgEWAl5S1alvw/YnEIyoM1W1Po+3vQpQzO66G2Jdq6rvea+liKSqmg/y+DhgwTm91t9pRGQ1oEtV7x3i+Y2Baar64DzaXxU4M27zyHmxzf8viIgBTgHuVNWL3u3jKSkpeW9iCGUjEu8FxWICMGHgwMSAaS6YdHDotpMH3Z4Yz0brbcf66/bym0vOYu+dD8ZIOvJOItHRbhi8+4iJNnQFcoiNLVtW1+j9iINMRfAUbHPaYxSmAyuCSAgqTV2BUFDTHi45bB1UNLTOFKGIZTZGlYsOXJ/dfnob09KFyUkJOY+G6w5ZlS4RRHPue0X58h//gTEplgwvdohyEqWggvUN1Arbrj6GozZahB/d9QbXPfAquekEwFLgpRJa75KHsotQbEOijgJDp5/Jzw9bm71Pf4xcOknoRqmQ+IyG7fj/EbbYl94peFWMDxkvGq9bQ85OkytssXonjzz9KnsfdzWvvPYGYlOMMX3dTUSiH0j6HxtcIHMUGrweBTHLQzy4LrK0B3EpGAvk1CV2V3F1OrQTioxuA6kXMA7JHfVUScRSKV7DMwnE4xBEe1G6yNIKufE4qkiuGM0pUoNIims8T5oUeD8GqzPwPsHLG3gNWTWoI3G9GDyCoOLiMRtELfUkJXHdiDFAb2hD60MAqceDGnoMjNMaiTq8gSRPQgcW77D5q2RmTBBMFAqJgoWGbktJ0UVuw3sABVWnOCqoFFShr3XrsG+vphjqhJSNBGMU1QIR5cjPb8NWH16ZG+/LOPjst+j2FnxTwlA8CqpIbCmtpbgx3zFqgUNE1lXVKS0PPQLcB2wen58ETFbV6+J9Aa4FChFZWIdvzr0U8CxwKnD4aI9xlHwYOAa4DhjxoE9EPgjcLCLfVdXT3q6Dexc5EjgK+DJhcDPPEJFPAxfGu5sCt87L7QN/B6YCC87hca0AXC4iX1XVK+bxMY0aEakBncDY+G88MFVVnxxmtRtFpAHspKq9cTsJcC9QFZHJqvra23zoc8OPgDWBWQuvA5cB9wObiciqBCF1bl5PCnweeIVw7Zf0sw1wKLAa8LYKHG+nwCgi6wK/Hu36qrrKPDyckpKSeYFCQoXxlUUREmROOqlIyNUQoJrO6lYIQ07l7id72W7ljlnHqOJRtRjvwCi5Ch8743lSajgRKprhqZJqgTPKBGlw5YFrhEEVScjs0ByD8OUzLuOUg3YADxcfsQl7//x+ni0qVIoGNxy0KgaL+AaKZ79LptERB7zDvzwlpYdOmcmfDpoMqnzszL8jmlOYwQIZFSeGXKoYCqwvaNgO9vyA57CN1uRfPYqaCtWiQW4TUKFhE5QGi3S0yz/vPZSQu2HEYVVxYvFUGKM5n9gkYYMVlJvuep6dD7iVmVk9dD0xKWGQ7+c8jkEtifFc+VCdcy97AqSHFENhZ1DNE3oYC2Qoht2Pvh3TlfDnE3YiVTj1imc546qnWW5szilHfISGTdnuew/hiwa3HL8Fop6GBlFONUVNzgEnPwhSwZgMqPNWdUl2/c4dvFqvctf31sWZDoxaRArQBKQB2ouXTo7c5f3IjquBScgpKEzCrifchYpgC0thhau/s2X/KVANzhNxXHFfg99c8SDj5SXO+9ZOsSOLITMpJtQDcfmJu+DJUQlCYRA5gr8q8UJhMqwXlJREoUAQdXN0zg0ZmUlJvCPFoVrwpU9uza5brsZtj8H+Z/bQII85JAbBAaava47SHjpbMj8xKoFDRD4B/FFEvqyqswx24wzfb4GtRGQjVb0DeB+wAHDJbMSNofa5MaMb+K40mpn7UdBJmH84VUTWBPZT1UJEbgM+NhfbHauqM+fB8c0tzb/2g5WmjhoR+TDwy7hdA5wnIh9W1f/Oy/2MkvcDqwAXicg2qnorgIjsBfxmFNu7R1XXb94RkYOBbQnnNon/0pZ/lfivBlSBjvjzYN/YLgY+MdhORWRvwjV4TlPcAIjX50nAz+K/nUfxmmaLiBwJfAg4SVUfGsHynYTPUyspYESkXaSaoaoNIIvPVwlCalVE9lbVG+b6Bcwh0c12AMEJtiLhfXsRuB44UVWfG2K9FDgM2CuulwMPAT9V1cuHWGcssA+wE7A64Xfsm8DfgJNV9a/DHOeuwEHAGoTr6p/ABcCpsxEVvhRvfzzMMqMi/u1YF/g4QUi5EfjqbJbfiXDO1iW4zOoEwf2XwAXD/L3pBGafxDcPEJExwE+BbuBI1UH8ySUlJXOJ6bvd6eN7YMyctYkMjoUQVpgONgMcW2ne8+SLbLvKCoM8H8pbVCy9Xtn2rL9T9UIjqdLhe8hMjYov8FgWsm/y5wMng89RUwvb1jCAEjE86xdn2zMf5uovrYr1ygVf/BBHXvQ4P9z9g6TSPN7w1SHxdTS6A4ajsAmfWXsMB01ehoP/9BQPvexwpKHtplSwZAOWT7TAmYQO302BoUbBlfuvwgTrUEm449F/4/FYUQqTUHGKw4Aokzozwp/t9y4GRQUyA4VaFu2o88nNFmCVhS1X3fYPNv/+bWSugRiPURu7dpgQQDsKA0shkHiDoYGlF4/QyHIsnqKakboePIoRQ55No5qOBcAZ8A7qPgepg4Z8i1qu5M4Gx4gkJDi8S7Gaob4T26vklRl4J0BCw+VUnJL2TgetYlyCmAKnKUYKRDtQDQIgYlDrwWSkPqUQxZIjroqzDQrpAEn6r0gJp0XxWAvWKpnvQEwOahFTUNE3cd6SmATIESeIDZ9h8Y7UOAqb0l3kGLUY9aSmm3qli9Tn2FhkNjua3VwL46g4wWL47O6T+dS2a/O3fymfP3samfcYrWK1iqiLzqkktu1tyelQKUWO+ZTROjguJ3yB/JGIPKiqt7U9/03Cl/vTo7gB8JF4e+Mo99nkSuCBESy3MXMnLMwRqnqPiGxEeH37AovHAQRAAzhjkNVWBrYDniAMygYjG+Lxd5rmN4d5NpsqIusRrqUq8DmCmHA0cJ2IbKKqr8+rfQFjROTC2S8GwOGq+rqqXiEiBwLnEpwcG6vqA8A04KlB1qsBywDTgZcGef65QZbfeohj8IT3vkEYsM0EXgd64/3u+HN3/Pf4YBsRkeUITigPPCsiBwyy2KtAzxDPNfmnqt40zPODIiKfAU4CLh+JuBH5JsFFNRjtrozPENw/GWBVtSEiBwG/J1xHJwLffKfKjOLr/RnhvfWEc2sI18V+wB4ismWb+w0R6QJuApoC2MsEZ87GwMYi8k1V/U7bOmsA1wCLx4feBN4iDPJ3BLYXkYNV9exBjvM04JB49y3CNbU6cDKwpYhsN9ggXETWIohyANeP2Po9K9erat+1LyK7EQS2rYBJLcvdPNQGomhwE7BefKib8BlZjPD35iPAFiKy12xE9QtUdZ+RHriIPEd4P0eMqs4UkUcIn8U6Q1/fJSUlc4PQZx0fFRos96KDiyOC8vRLb6GDNmgQjBS8pZZtznwGE4MHqzoDqFJzDXqTGivaV/ntfuvg1SICVouY1yFBqPA5ieZMdZ1sfM7z3HDwquCVU3ZbGaceg4+D1tDdwWOxWgwaXNmKUWXVhTtZ95x/MyafgSZjMBR4o1jqtM+d5CYl9Q16pMbO7zMcveVyiC/IpUKiBXc8/QZVBwUdJN6hCImHQlLEm/d84mLzj8bSnZZv7lFlQlW46Or7OPSqv5IXCUiBVRBv8SJxjRB4OZr+HQmKN4qooqIsXrzBz767Fc432PmEZ0i1zg7ffJC6VLj+lO1JFHb62nX4tIMjdl6OI3fakH9PT9j2W4/gTYMKlkqRIVKgOLb86j+pJL348cswLpvJOcesxqQJFRAHWgWy4KYQx6bHP0lVplFIjc6igwu/vQZjfQYmBYQfXfQMtz/2MsstNJPTD96aTJRMLKmZgRRVOuxMtvvGPUFJiH9+M0kwFBhRUhFqPgcfyn0cOWgX2337Doyv4ozDuAa//tpHmFRL+NFlz3DzQ2+yxoIzuPn4DcOptj3gquxwwkMYMRRiMMx+7qD5taWGZY8d1uHTO6/Hw88bDv5FN/XeFEeKCiEMVi3hQi76fif0Z7H0d9Ypmf8YlcARBxF7AncBHwBuaz4Xa/r3J3zxPKJltebs8FWjOtJ+rlDVX8xuIRE5njaBQ0S2ZmghoZ1bR/DlfQNVvbt5R1WfEJFNCefDEQanAHVV/cogx3hW/PGrQ83QzkfMUweHiOwE/I4wu/1NVT0vPr4AYSB4n4jsEgWFeUEV+PQIl/06YaCEqv5MRJYnDEiuFZHVVPVKgtA2gJgxcxdw6QgHTOcAfyLM1Df/ZYQsm0JEtic4eH431AZEZBdgE4II0/5cFfgDYaAM8MNhjuVT8d9Q/JHwmR4xIrIUQdj7L0HAGil/JrgJWjmEULp2dNvjd8XbBrEkWlWvFpENCb9rDgJ+BTwzyPGtQ/j9dcc8dHl9jDDQPha4sJlXE6+NCwhOtt+KyKptAsIZBHHjWWAXVX0oliJ9B/gKcIKI3KSqd7Ws80GCmPFT4Mzma4jn/RyCC+I0Ebmx9fVFR88hBIFsX+AiVVUR+RRwHkFk+Arwg0Fe33fj7Z/o//3WShfBUfEyw4gTwMNt90+iXzR4CpgYX9twLEAQN64CTgTuiq+ji/AZPpZwTd9AOPfvKqp6mohsARwlIrc2yzdLSkrmLSJmVBEQBmi2ZqkSOjaEFiOQGaWqnrrp4I2soIYHL3gjCDmqaZhx95ZdT3uAxI6JwYPgqUbhxbBiZw+/3mcyDouQc9x1b3Lill0YqYKJDhIxqAiYlFwN25z6INcfuiaQYBEKSUg0R1ViK9oQPmrVY9SRJ4AmhNitBKfQENjn9Dv5r12cihZkSVccgPfnQQgeVSHD0kFGyILo5Mr9l2GhNDhLsJVQYkPCk9M6QidT1dhgN8SzVtQh+t4vUbECYFh9WcuZF17LlX99Chs7oBgT3DbNQNV+90xrrsycoVLHaJVMDOJqTE87QHOEFJGMPJmBLcZT0zDAsF7JrSAIibehe4qFJJ2B1YRME2ZUK4jzYMHbXrAOCmW6jEEdeCrRfaLgLCJ1PJ0k4rE+paqKS6bFzkEWLx68RchQW6Hmw2OpCklhyGUBlBAGbG03Yqp4X+C0EzGhxMQBTlOqJKg0QB21RidiplOnC6zDKozVIBWJFnSqIzGKpxNvOlDJgAWwNiO3nopaRDKE4F7x+NBpRgw+fKSQ8IFGxbDb5h/gi5/4GE/813LMeW/wVr2KIHjjgsMDorgR5sYEG0tSWt7n+JwOFalS8q4yxwJHzNKoEvIpVgHejF/EIbzjGWHmrIfgT3NR9Ng8LvPYEMLBVMIXbuj3te0lIs31jprTYx2EfzPIQLCNtYDJhAHsi7NZdpZAVVV9Kjo5XoyD1EFXjNbqXQgDr1kGy/Mh88TBEXMfjgOOj9s8vm1m+kuEGc5DgTtF5DDg56Mpa2pjqqrOUQZHC18lDCavV9Wp8b37AnDTSMI5JYTmHgGcq6ozmo/HWd39CIO0T7cOeONn5nSCE+g5Vf3bINv9MKEULAGuJuTGNJ8zBGfDuvGhpVT1hUG2cQZBBEjfBtv8D4BxwNGq+sZIV4pBogPCRKMgNmkYcbNOS2S8qj4WMxZWUtVZxI3IJwn5Gvsyq6AyWu4Gvq6qL7c+qKp3i8hn4/MrEsSMO4BmCO5n46KfaDpdYtjuUdHptBFBZNupZbMvAxup6j1t+/qPiHyS8Ltlofg6vxv3lQDfjot+Q1X/2LLe7+KxfAM4UkROarsmdyKUjVymqrsP9uJFZNl4jI+r6l7Dnag2biCIHteo6rMjLO3LgS+2XxMagp6Pi6WCWxNcPu+6wBE5iiA8/VhErp8Hv9dKSkrmMaqKiDCheI0ZZgw9povUgyMl0YK6rYHPKGwN6z0qCeCY4YWPn/MsJOOxGgQCAC8JiWasurBy7h6ros7ijfCZC/7OC9OArZcDn9A+f6RiEfV4LJud/jhXHvIBuoAkeP1nGVQJnl7bRaebTm7AYUl8g9/c9zJn35UhyRIkLkPweJk1c0MRLAWphCDH7Vbt4JiNF6dIEsQXoYMF2lcKoKp95wrA4kL5g0kYQcbjfE8oWXJUKgn/fnEaVgQ0waji57JDx+B0ALDjGuPYcY11mNoo2Oarf0WMw9c60WwhrvrOmgg5Wx55GR218fz5O1thDJx66dN8989PIMZT07HQM42rTt4SFLb51l/I1XDr8Rvjk9CtCKAwhIBMAVEhF9j+G4/QXZ/KX07aDDBs8807qRadVB2omCAaUHDUJ1biK86Eb5/ekLici09YnyoeJwbnle1PuJnOvMHvT9iUTgSj4K1HXBAgu42yzVdvQ63DVqrkeQfXn7AOEp0pPZWx7P3tKRSmzlf2XJsv7boKXhTjHEjIOsHUMSogdap5lSwpMGi/GwowJjhqkrzOzputx4F7rMdTL8OxvymYWu/BuCpISh4FwsDAchf1rc6NmMajrYJHyfzGaBwcawBDdSrYhH6RAuibTdydIIrcSBAZmqxI+BI7hVAzvn3bcSX0D1qav0t2il+iZ8dH2x9Q1ScItfHEAcBT2tZ1QUS+ThA4ftJeehMt/I8PVtcuItL8sjrUbHAsF/h8vLsQsAhhxvbbgwghl6rq/bN5je8kc+3gEJHVCTPEaxGEsC+o6oAsC1X1wGEi8ihwFkGQ2l9C3stfRrvvuUFVfbTsN3+TrReP6/ZYSjO7c3IwIa/go8AObc8tScjO6BWRfVuuoenxGr0duFhEPqSqrzZXkhCkeQVBDPxU62xwFDfOAXZr2c8K0dLfzgLxdmURGUq8mq6qsxP7BiAhoPWTBPfGeXOw3uEtx9TK+4Bx0Zk1GBOBZLDn46z5r1T137OsNY8Zzl0Wy9hmAmOAFYgCB+E8GeCvqnrfIKueRRA4thSRWhQ+GK5kSFVniMgUQjlJa7H4R4ClCQL0YGLvOQT3w4KEwOW/AIjIeEJXmQZvQ+iqqu43inVeAYZz891MEDgGKZZ/d1DVJ0XkT4TP/C4Et1JJScl8RPP72G4fXoGf3fUGjoSUIradVFQNb9oqEzRHJcEAL3lh9zOfwpkaNd8d27kCCOIzPrJ0yvd3XBb1CuLZ5rSHmJF0IWkKrgtsnfa+LNZnWPXMSMZT8z184tR7uO6wyYCgJoW2OQn1BZ3Sg3jYczXh9ULY9ZznUIGa8aAFipKbKqnP0LYyHicJBsWr4aoDV2S8Ddb8RD2FSUjwWKAR+8m0nquwfooA6yzVQSEy79o0vmvkoCmpOn7yjU9y7EmXce/jz2OwGPJ53jnDA1a0L+ehpkJa7UDJsM7jjSPBID6lkiRQEdRA6sF4Qy3ppGE9uTMUSXAWIYKxSkIH2AbiU8QUoJ7UhbBRJUERegQ0TejIxmA8YHpIqOFEcRYSMtSH0ijFBrOKCiqgqaFKL6pVEs1JAKeKJOEcCYo3RXCjkKMoXlOSagVcB+q7QZLghDGe3ATXRaUS3BxSCNYpWIMKOIHEF6h2YYoKjYrBmxyo4hAQj6jpGzkqynEHfZwnXoGv/mEar/bUUF+QqCEz4TOaaogRVZXoRorr+lYho1/c61MZS41jvmQ0v39eIszwNRFCScGShBnD89uW7yYE50GYyX2ob0WRIwgCx1mqegGxpCUKGM8C56vq4fGxjeNq29JfAz4q4vbPB6aJyEdU9ekRrLMV4Qt+j4is1DpDKyILETqonDab8pllgK+1PbY+/XX3rTxH6AoxIuLM7PkEp8F+7bO6w6z3BeDnI90P8DMR+dkIljtBVY+P+1iEYBc/iDAg/wfw2eGOUVV/ISIPEwYwawG3xVnd84A/6zvcjrd1plVV7xKRXxLEqsMYpquMiCxGmDFvEM5BO18hDDj3JpTF9JUyxVn/44HvEcoatowW/OUJ5SILAJ/RWVt1nk+Ytf4PwdlxAC1lZEPw2DDP/ZEwCJ8T9iP8JThLVeckR+Zwhs83+NZs1h/q+ZsYKK6OlAVFZLjuNL9S1R/NwfaaYti0lsc2i7dDCRa3xdsOQk7GlCGWm5N93aODhBer6osi8g9CPtB6wF+ia+8CQtbHd0biWppPGOz1D8bOsYRopCwxyuNp8lOCwHEopcBRUjLf8vE1F+Psv82k6gtUGhi15Cal5uocfO4ULthvPSwNnncpnzzrOVI8Fc3IpRJbvobt7Lb6GI746CKoT6gbYaszH0FMFcWGzgwSBtLtlgAnKYUInW5myNxQg6ogpjm4GogIHL7N8my/XIUDL7yPh6ZNxLoCa4XcpFh1qElINQslMG2kWrDzWmM4fL0JFIkNLTnFYFRI48y2F0vV1zn+sidpMU0GVMhMwoGbLhFbob63EQxOwBhIcZx85HaccPY13DrlGXx0B8xLLBn4lOseeYPf/PkBnDWkRYpLCtSPwZoePnXCNeTiuej721N45QvHX4ZR+NROG/D57T4SC46UzAioA5OjWqHiFU8QEPY65kLyzoWpag91ncBWa47lczt9iDEkXPjVdehIlT2/dSupUy78zmZ49SQeMMpnT7iEzHZw+C7rMfkDi4QtilKo4bPH30yeKX/67vaIyehwFodh329fh/WGs47clIljM665/1V+fc1jdDKDC4/dHQv0mFASpOIQsYg4qq6Xnxy7KROThFoKKjlPvayc+LPrKHozfv/97ZEi47xvrY8CVQWvMK6ak5NS6etdAHjhvNs9dzxeJ6eKUY/BkItgnBCaIzvQ2Ai2+ZV/gHMDBrg6VEoHx3zMHAsccdasaXfuIrTZW4LwZXI6oVvCcar6j7jMIfQPWJYidAVo0mz5+NwcHMIslmQR2ZlQg71vs0ZdRHYgzJbP8uVWVZ8TkS/GY79RZtO1Q0Kw3kWE8oxPttvPCYOBJYGfx9niL6rq9Dl5DS372pjRdYtZg/6MiYOBEQkchIDBwQIz21mCMPP8MrMfMAC8LqFV8HHAgYTBmQKnAcdqSzePdqJYsyhBMFubMOj9JjFwEfhezDCYGZdfliCIDcckERn2N5G2pAXFnIJN2p7fp+XuVwjX13dE5BJVfX6Q1yEEQWYc4TPxxCD79LF0YUVCWcAjqtrauvKHhEHpfUAtzqTfTDg/++rg+RwPxHW2ILin4J0vUdkl3o408wYAVV22+XMcdC4IXB2FnW8TzuUR7dZ+EbkK+LCqTpiro54Vy/CdNhYe6YZEZEXC8cNAQWm1eDtoUKyqviwi0whZKisxAoEjunjWmNN9RZ4kvOaV4v0DCaGlDxIyQd4rrBVvhxPvILwn42azzLzkHkIg7AYiMmYwoamkpOTdZ0IaMjYSbZBJDYun4hs0TJXXumeQUPBEd8oBv3qSCqGERdE4qauIJOw9ucbn110idlZx7HDaQyCdQIaBYK8fwggQGmQqPoaHGgE1zTBLA+QgFVQd6yyYcdIeH+DyR1/hY2dMxTOWxORgQycLqx7wGJfgrMf4BEyC+hxLgxqOCw9ei4UILSYsQTCx2Ci82BDAqgWYhOv/WyOZZYTvUCos1+UGFVDmFI2BnVAgPglKwzuKDdbleP4V+NaB2zK281YuveVRUuvx2oFII5azzCVaQUVxWmGGqYAHaxzqUrw0EO/ppYK6BGOhMwGXCzPsOKpeGFPNECoYUbzzhPesB+sNPRKCadUYpuWdaNFB7jupJw1cUQmlH15YMG2AVpjuqjgrjDUOqxYnBV5rzGhUkWon3leDl0GbPgYhL8bwpkkRCtQLXj0GpeFD6U2uBY4OGqZGI+sgSXpYIHFglTEkFBQYsahTrG8AhnEGxqWhjMZrghFhuktwLmTtkCQ0a88L6iQ+RUVjKU3zvIKYgt4cPAlG8pAZoxJLWaIjo0XcEAYrS6HveT/gfvzfPLjmS+Ydo3aQichqhE4FqxFmn08npN8vA9wfBYRbCF+IHWGg0G4VXi7ePjfa44iMJ3wh72o+oKpXECz8g6Kqv4n15l8lhEeuNdgAT0TeR8g26CKUAlw9yLbukBBYeClhZm4dCQGZ7UF6TUwcxA/GnPU16+dxQjnDBwjhnSNCVf9ECAwcFhG5i+A0+YWqfmN2y8d1FiWES3YQZqePUdUHRORvIvKqqu40xKqrAI8Cv1PVTwMnicjPCU6EQ4BvDTEoeJXRdenZiZZrJ7IB4bpuZZ/mD6r6logcR3CYnEF/eVUrhxICG28DhpzlV9UeEdmRUFLS/t59G3heVY8DEJGM0Hnm0TYhpJXTCCVOz7fYR9+xEhURWZwg2LzGQEFzxMQB+rkEYW1FghDXoN8NdnjbKm8B40XENEuGWsvG5oJXVHXRudxGk4Pj7V+1PxC0i1BeA6GcZyheIvyeG2mOzA4EZ9BMgjjbZOkR7ouWff0e2JVw/O8XkaFKFFvZbDaC4p6q+ocRbGdUxN89zS5WvxpqsXj78zkpkZFRdFFpJYqat8Tj25i5D94uKSl5GzC+wQSdxgzpouoboUeGqWBUmZFO4pbXDcf/7gkKkyIa3BhWg+W/qnX2Wm8i+05eEvCIOl7H4CTFYXGmM/bamBNi7oOGvI1CqljN+cvBy+AQtjvlfmamC5DaJCzU1uHB+IQs7aWzUaM3dVRpkNmUz01ejM9OXhDjQU2BSooZJOPDiQGVIGOI4tsWSHHUfDeY2jxx7XsMVgUVP28EhLk+HofB8OW9N2ZMRwe/u/ZhMN2I6wTJQk3FPKD5tcXSoJEYkiIlUYeooZ4YDMJJ599L4aEhC6Am45K7n+YvjyQsPFY5aOf18Ub44c8fI0/qfH2vlRERTvjlFBKqUB2LMRkHfGIy4zoKFhvTRU4FQTnx/Mep4fBSYEn43q/uBtdFntRJ8zpixpIZ5Y93/IMb7ncsOU744i4bIgq5TenSOiecNwWb1hBj8c2MFo2inCiTVxrH4p9bk6RooNagkiGaAEkM+BS+tvdH8SahUgkhppfd8hyPPvc647rgK59dj0ruOf5XU9quM48V4YhPr8uYSswWGXBe6UsE7evyqs0sGRlw7tVrS/vX/jyOgeKG0v8V892+OkvaGU3IaI1Qo300oR/Szqp6lYicDjxNsKZfTvhSfCbwPPAbwkz0Om2bW4swMBnSOi4iKxPEi6YjYg8R+UDbYs1ZyS+JyHaDbOYcVR3MZv4Nguhy/jCz19MIr+sXg5QC9KGq/5IQ+vg7wutshir2R+32cy6zDzudI2Jd/uxC+eaG5iz2RiNdIc48fw7oUdUbAEQkJYgHfx9m1Wq87WnZ1jTghyLyExiyD9Tfdc6CDYnH9BxtAoeqHkB/XsttDH5uf0XI1RhqoHYrIcPgM7PL6YgOkJMHeWpbguDzubicY9bBffu2POFz18ptw63DvC1RWTPe3jcXAsMXCOUY1xBydyAMyh8H1hWRfVqWvY7weROCWNBsL/wtEfkI8Ll3In9jOKIb5aB49/iWp1pFp+HKrpqOp3YhbrB9TSS0I4WQJdTqJmvub8T70hAQu2nc9prxuSeJ+RxtjCV0Lvkvww/c51Wo6yxE51SzVe/tqnrLEIs2//69o+VukfsJAsealAJHScl8SSFVfvTZ1Tnk10+RS2iPCZBqhpOEb/7+H2S2kw7XS24UjKHQKkaEgzZcnF3WnBScDCo4sVhVckmo+jp1rczxgFijwKGqNPuWiApfvvARHp7eSSWtkNAL3mBIUBn4tSM3hlpu6a4oNWfolB5uOnCVEDbpBGcFqGA9xBCGAeubogG2yn6/moL1VbwZWKJSYPnyx5elEJkn6RRWDWjoQhOGpe8u1lu8VYwYvviJDUnHdfHbP/6NwvaCJvP8+MQnpK6G2gY5gtEEqzOxarn/XwWF8SRGMS7hhVdm8LJXpk1SvBV6Vbn7+ak0nOcbnxuPFJZvnf8qVdNBmqTkTlh9qXEsPC5BBIqYKHLXv2cwplEgaUHqU6b8y5HIDEDw4jGmC7Tg3y9nvJ718MYSNZyEziROuqk6w33/bgD1/lbNUeSo0MBiWGJswmLjxiO46BxJKARSVTCOhjFMft/C5BL+SBvg2WnTuf9f3Xxg0ZyNVhhPjwon/m4G0vIV04lB1FH3wthZ9T2gX9yQeKtN4aUplWhzueYdM7At7ACxgwG3JfMXo3FwfC3+exDYq9123zLQv5QwGPk+YUZwP8LAFgARWZAwC3Zj6yAofjldNd7djzBjeychhwBCN5ZmZ5V2dhni8eskdCLYYJDn3iIMoHaK95u25i9LCHmEMPhbL26jnd9qDB3V0BVjJ2AJVf1PfL7KrO0UL2Zom/kKxIH1/EIc1DSt/xuKyIKq+vowq/Shqpe1PdS0gg9X5tIZb2cJB9TQ92y+IF637S6P1ucfIczQzsJsch1aWRaozMHymw1RbvVOlqg0Z7dfHXapIYilTc1SiI/Hf+20fpY3od+RsAShPKqD8Lp6CGVV7xoisiQhayEBTm4bcLemyg3Xoaj53LBCWRQQLyI4Ne6mv61r+/7mdl93RhGwff/LEgSOJwd7/h3iBIKj6g36u9MMRvNc9AyzzNtF87Mxu1a4JSUl7xJGHauOr9AwtdBhRB2Jz2K5Sggd7fDd5KaCwSOaIWr58maLst0qE9BmYKRYEnXRkZDTkI7QknUOj6fZijQMSA2XP/QffnSXJ3UdpJrjCSGfuTFYLWiXGRIaZKZKp+vhu7uuxOTFO/jsWXfwyW02YJvlLYlqX6tMGcQx4W0Fr8rjPRNIZdZoLYfh48uGdrWCwpBG5ZHhJZQKGO2l6H4EM3ZOopLmPc66IHKEg+JzW7+fcRXl9F/fHlwKw1dBzxGqoZ3q1utMJEsrXD/lPzhr2H6dZXGF5Zopf6cqE/johpNIi04MGWpzahhuuu856plnkw0XwDQqoZVwmrPNOkthEsW6KnWTMOWpV7FWEC1I8GRUSTLHm7bOnh9aBtWMqx6cgXeKiKdhEqrisT5ntRUmssSEiaQV4cYHXiLLutl87RVI6cYpVB1cef/rmFhW5L3ntkfeorPjDZadNIbll59I4i0Gj8dz9QP/pdOF9zxD2G6tJahIsBF5tay+5AJUEiFNurhxykv0SDdbrB3cUX1Yh+QVqgnxs8csqpjGUhJV4iewRcDwsd6mz5khLeJGEBUH3h9URSmZTxjNb58fEWa8TlbVPIoZpxAGetcAzQ4QW8bZZgBE5E5gHxFZJbopto5P3R2fX4Jgx/84IV+geXzXEWbKmwPj3WNZRR9xNvc8YAsdorOAiJzPMIPRQRis5GAwHgL6uqrE2fP/tDzfRVtnGeCG2WRwzFcCB/2tKa8mOAo+Tf8M8ZyybLz9zzDLNEP8NhCRqqq2C0TvGiJyIrDzEE83pzNmF1q4OsPnOgzGSJdPh3h8LxF5a5DH3x9v9xOR4Qa0L6jqSGeaF4i3cyxwxNKtiwjZFt2qOqbluYMJpXDLqepzbestHn9cntBudB9CicUBOmchp/OUKOTeQAjovIrQ6rWV1sF1W2LbADri7ZB5DbGs5zeE/JXngJ0GEQSb+5urfc2viMhBBGdeg+AunCUbp4Wx8fbdcHC8Fm9LgaOkZH4h5lQ4STDeIdrgc799gdxbLA4RxUuCxQGCqFAYIS08eZpQFCknbzeJdZcfj5VYUBLzGxCLqKKkWCnwNGeD+3EqWCmIvTfxmpDIDOpmLJWilzFpjrhu3rRd7HLqfeRmTL9C3hJ6mWjTfaEoBqsej5JRYcul4ds7vI/fPjKdo/70L1KZhFeCGySWtBr6MydEC3JJSL2iovz+3v+SqFKYlNQ7MqlRkR5wlrFJL2qqMZNhOA19pO9HEHW8e57pT57NxHXWw4mQeE9hzDvepcXGziEmOgG8CLttujqdneM48ezLscb2lUVon99m5Kg4xIEzYLwy1ji+tNOKeE257oE3aHjPl3ZYGfE5l//1YTo6cg7ZdlVEBSyIh+enOQ7/yV/obfRwxQ+3ohavA3Eph+6yRv++vLDfSVN46c06auukvhOrBV7A9Bq+uN0qYAuuuu8eVEIaTCWzWFPHeWWrNRbnox8azz9frnL42Tfhp0/nmp9sBySIF1QKLp9yayxPATGGX930BNYZtl13cd637ASQHJUUj+Pnl/8b4xxqchq2g49/aGmshCIoEdhi3aXZQoUnXy74yhl3URSvct0Pdul3QSn0iR3SjFodGHUr6vqDQn3I8AjZG63ujZaA0bgNbRFC+p8zoaPMvLjOS94WRhMyOgP4QctD3ySUZDzX+mW6VdyIXE8YdOxGmFVststs5mRMINjwPSFQcR1CB4bDAWKmB4xyVjgGRO4z1PMiYgklNfvHh3oJA4QbRrqPODi7HPiR9rc0XYhZM0Z2iLO6g7HsSPf3ThBnwvcnfIq/RHDuHC4iZ49y4Nh05zwhIqu1O4AiTQdADdgSuHIU+3m7WIzZiw2zCy00qkPLvnEW/jJCfkc3QSSbQSgL2ExVRzPjfOJsnj9zNs/fzMit9M3fK/URLt/KTwnlEDMIWTWtJRzN73KdLY/7eD6anZBWiaLCCYTSt/NGcQzzhFgqciPhmv8L8IlBfi9OI5RcJYS20UPRFH0Hzc6I4sYvgT2AFwli7yuDLDo13o56X/MrIvJ5ggBWAHuo6u2zWWWBeHt4DPodKXPbRQWg+bdyKEGypKTkHcYjeEkQVbq9YdtznsfiufqgldjjzIco+rTfgEqY0Z+RVJng3uI7O6/Eekt3Yp3QbRxdTXFjhNg4QItzx9R8g8xWWaCYxpkHrMXSFWX3M6bwklkIZUJoAzoMisGow5uEVHOuPGglENj41CcojGCMYXZN7p0kpNqLMx2IKzhrSg4GKj60jq34OpmkJHjO3ntVRMBogc6DLiMmumRm/vMc0uwlVHz8cmGxzRad7yJCEFo+vv5SdNV25eunX0mqnkIKjLejODwPYhgrGYvXCsakdZ57w1IB0kYPVhNQxZGwyFhLV0eBAypGebPbM7PXMT1zLNaZk6eOV6da6gbeN1FwtqXgKJ66sWPAOU+3MzR6HYUKSyzg6e1tQKIoHofruyqteBZZoIZzPaQdBQUV0opjsQ6DGseLUy2ZOJabaIJLAmL4JuAzJnVCaj1qhH+/ZbDqcJIhJsG6HCXHOki8578zwPumaymYi3Njea3uMZohRULfCVb6y7G0KSu1J8SEd0zV94WBtlZQD2wF2wwVbQoaZsBzzfshWkTKbNH5lNFkcBzO4G0xH5JZ3+W+VqGE2f9u4IsicgFB4HhOVe+Lzz9P6Ezxe8JA5tm2bTW7FQz2pX2uEJHOuN+tCAO5zQgZEVeIyB6qevkIN7UGwYHyPKG9YgdB4Li7bbntGblD5N3mQMKA5w+q+h8ROZcQzHoIg2dGzI5mhsfewFdFZHtVvb5tmWYpkCPY3UcqcHxsNsGGc81wQll0bdwFXKADO66MmDhQvYBwHR1GEP1WIVjtLwcuEpGd5qCc5FHgt8Ahqvpm2762BY4C9lfVkXTSGSnNGfE5mp2W0E54b0LmxzRCidqMQRZt7QDyCuH6fILwZ3ttgitlIWC3d8u9ISILEJwbaxIcXtvpIJ2DVLUQkX8B7yMIZ7N0nYlCyaR4dxZBMJb1nUu4Ll8iiGBDZVw8RciTGU6ke99Q+5pfiQLFzwi/M/Yc4e/sputnId55J0Vzf68Nu1RJSck7hvgMI5ZLH3mDH985g0+tMY5DNxyHSuhW0o5VcOIZW8zkhE+twQYLGXCOk+/8D5/46NKzD0xqQ7EUmFBuYjvo1g72X7fCvmsvz2n3vsrF93YjjKfwhrG8Ru8Q8ygaMw8MSi4pR6xXYfc1F0ekwXpnvYa1oRyl2fFlmAPC4smlg8R7vnblM3QajysEZxxGBVGl5ntQrbBsV0IhAth5InA4TTBaIK89h7MFrvtZfMeyGBP6Frzb40oJSSeoqbDRmsvww2N34WvfvxijNZQ6Msc9A1IQZdM1FmKz1bdmaiNjn2/fgTMZqVbw6oIjx3suOGEHEp9RUCCacP61T3DH/S+xyEKWs4/ZlMIl7PTtO3C55/oTJyN04ptjtHhz8pfWRXBc82Av5/7pQbCv8ouvfBw1nXhfYIwPpVe4oImYHn505HZ9V50UDZaYkPDzozelLsqOX7sX/Jvc8P0tEA3vkEHwGJxYfvSlDVh4Actl905l/5P+gtUUtQ1ECxQh8SkiBUYaHHLS9RTOYpIoZSk4o1gnYEMJlqcI7hUVUAviogvLoGJoFzl8fPH95ScAOojIF91PGn5uzeAYeD+Ek/pgx3q39baSNkbj8LqbMDuaEoJGZzJrucJa9NdAA8H5ISJ/IgxgriRkU5zf+jxxwBzruNtZg3AJvTrMIPbGQUSWYbMFJHRSuZjwhX/XuJ/N4ms7GPiziHwH+O4gs6/tNHMB7oi3KxMu+eZgo5swOPumql4S938HsKTG9pgiMpkw69x37t4tJHSQ+TZBPm1moPyUIG58R0RujDkTI92eJVwXdUJQ5p+AS0RkM1VtliolBBHkaUKpwa4isriOrIvHvOyi8o4jIuMIIbXbAr9S1dNiSCuqemUsj/kqIVNmT1UddHAUg4CXjXefIjimFokCQisfIgx2PyCDfHDaGSKodzCaXTjmaNCoqq9IaLP8IOF3Sg8DB+L7ELI5NgCaeSIurtstIn8nCEMdhFDgP8/J/ucV8X28niC2/AXYVlWHK4P4G0FU2ITw+Wpnk3j7nyGEqLMIoawvAptobNE9zL72Az4iIml7CYuILER/2dJN8bGT6Hd1NLN4NhaRCwfZfvNz9P4hnm/l76r6vdksM1tE5NOE35mO4Ny4dISrrhhvP6iqs2sl27q/55iLLiqRUuAoKZnPyE2VQ3/3OP98rc5lh63NggLqG3hJuXT/Vdn+3IG/Wp1A4is0UmW1hSyK4+A//5cnXnmDPT+69BB7GRpBSSnIJWWjRXMO3XVpbnu2l/XOeYEuPw1nOrHqsfTSYxZAhohJav45XyaZygUHfJjca6hfAIScRJXMVEhnU/0bSmpARJkmwl/+rXipIMZjVQFPIRUaSScXfnJhVJKQNSIWo36OQ1Rn2b9pIO4VhAxnhZlP/oBxa/8ME8NH50mS6VzQLELxqhiB9VdcmDOP35ODv3UBhVT7MlNGilDgJMESOvEIodWqisVkMxCxqOR4k+JR6qaDRBUv4MnIfZ2uegMQ1IKt95B5R106Q9FT2+HkIqR5AklKIXXSPKfXdGJVSX2s2MgzhALBk2hGGtfzAlZqiHq88dS8UNEeXitScjGIuHjdFZB3k0qGTQ0zTYKkFZBeBMVJjqeLtPES3hjwKVYcTgwGD74DlSqgsWysgtNujBgaJFgEK0Goy9QiBhKFBO13jzTfr75KlNgGFvqqWgaUnmh/Bkf/uv2ZHK0CxzxpF1TytjCaEpW7gbtF5Jtx/aNa8ySivf4hghW63R7+I+AzBBFhBsFOPFLWIAzWmjO6DxNs/EOxU1xnSERkb4I1Xwn12leLSHMdB+xJ6JBxPLCpiOyrqv8aZpPtAkfTifA4gKreKyJrMWs3mebxjAMWU9X2LjHvOCIygSBAdAInNQcAqvqaiHyDMBD7s4hspKojDXHcllDicYmqXi4iXya0NL1cRNaN9fI7ELITfkE4j7sBxxFElaHoITiEHtXYTnVOEJFfMrxlv335LkLG6DwLJxSR9xOEtlUJn5vB2lZ+nTCAPAx4MF6Pgwk6axKcJCNltm2Cm4c5wuWaQshKc3AMQN/vl+YXNG0NRm3JEHl5sMBUQhjxasA/iJ1moiOmKwqobzsiMpaQG7QuoYvOdiO4Tv5EEG8+LiIrDuK+aHZf+e0g+zudkNnzAkHcmF13kqsIAuMkgjvqgrbnDyR8bbxbVZ+Jj+3ErIG/KwzyWCuLErJ6huMv9Auno0JE9iC8hoJQAjRStx0EIT4n/F15p2m6ZN62bjIlJSUDiZGFseWox6tBJAzicxW2OfV+xlWEaw9dg6Q5fDVVjCrjE+iSafT48XixEHM4VDJUa3z61LuYwEyesitQ0+owCc0C2u9AUCzgQYUCMGpJfYPP7Loh253yN2ZWFiJVTyadWBX6nQseR4LBBTEBxaBYceAKfn/oh1jEhCWtja4KLUL8gJjYotbQ15RusEBGiY1RC89uZzyJWIuNy6sY1HtSyahmPaw4fsmwutigO4xC3PA4MmepyTNkz13Km6/czRg3E5f0kniD9v6H6Xdshx/zARZYYXMYsxlObegkojrXgsqcEr6mCDaeN2cTVltmIuf+8Esc8NVzcb6Cksf8FWb/DUoTjBTgE8R4FCUXS96oc9VJW2NVUU3BO7Y65jrGdKRc9J0t6KDgqF3W4ojd1iLRAi+GBOGKH24B6tn8WzfSkYPShZdujKuAZHijiE9RG4Jws2RhdvjazRS9Gbf+eDMwKVf+cBvwijMGxbPjVy4j7+gk9RYjOctPEH565FY4EbxpsGAlYaev3wJkUElBci763k50iLD3Sfcy9c3Q1M1KhVxSannBW8Xr3PDjnYCkr3wEwiX5ya9dzQwaGAUVoTAFaBVTM2z/jTvRzHHzDz4MzrPbcTcjacqvv7kpE2pmlgyUIE6E90ybzo+2Vq9NAUMlmkEYTPgIy6JBwoqbpLRxzF+M6rdBtF8fHu9+RERWa3n6J4RBxgmDDCr+Rf/M6xQN7QdHsr/FCbNt97Q8/JCqHj/UP4LIMtT2lhWR6wgOkjeAD6vq1e3LaWi9ugtBmPkoITfiRyIyfohNb0AIY2y2pNws3rYONr8O3Ckiew6y/rnApSKyzVDHPsxrsiJyoYg8LIN3e5mTbY0nCAYfJHR7+XrbIqcTnBIrEkpxlhrBNg39nTF+AaCqpxMG8wsTyoE6CJkuShCWriNcMwdIf3vKwagA5zXFDRHpEJF9RWS3tmPYVUQuj/tp5RpG6PwQkVUJ52S4wd2IEZGqiHyb4FpYlSD4fH4wt5AGDiecoyWAG0TkRhFZt23RJ+kvg2r/txvwQFyu+fl7K97+eZj15qSk6lGCW+mDIrLw7BYehi4R0eY/+gXRZ1seLwBEZFPgE83X0eKYWJrg+tqft5kofF1D+D1wM8G5MRIR7BrgXoJgfEl0TjWv4x8THBxTgR+37e8UgsvsP8DGIxA3UNWpwBnx7k9FZOu4LRGRTxHERI23zXVWVFUZyT9gubjazSNYfuMRnJshEZFdgQsJI41d50TcEJFlCO6gh9pdLO8QW8Tbm9+FfZeU/E8ieHwc2ismdj7xPPymY+PTnuALH1uMS/d/H0pC668F7z0iwsUHrEtuUhKfYcgweAqTUnU9vJksxNN2ecZqD7lUhxzmKEFgCKGgOd4Q9ucdCQWZEXb8xT/Y4fQnmJ4uiLdJLBOYVTKx1Em1l8IIuTH02C7222hRbj50VZ55eR5ks2sI1Dz6ymeYXpl1PtQbQz2p8ccDVunrljE3+N5pNJ76Bm/dvR89r17FuHqDhi0QNwbjK4g4RAoq3Y+TPXQir07Zl96XpoA69O2tTh4RiQ/tg1da2HLBjw/CG48Rgyiomf3xOQHxNuRJ+GC6qTuPywxGC7xWQhmGFbK8Tj2rRgurRUVIXAN8c2CvYByIw6pBqdAouikyjzeCkQaJV7C9+NyRZQ4anpo4krwAGqgmQIG3oXhKMOBCiZKXZilUy+uSBCQHzUBqZC6jUfcUgODIcshzyHJoZJBmb+CkhmoU+Qb50LRGX3hCgG6ivTS8xbsCX3eo6QbrosDV8jmZZXsh8LSZM6o68D3pc2YIoKbl8XbnBi1dVGb7tpa8S4wqhFhV34oDvaMJs4efFZGrCRbp/YDfxMFrH9EC/0vCgANgMxE5QlUHy/NoZy+CGPPX2S04HBKyNo4g2Pw7CQGnn9dhWp5q6IpyjIjcBZxNyCz4nIicDZyjsSVn/MK8HCE/AAkhiB8n2Mr/Hh9bHTiWkO8xmI36WEIOyO9FZP05KAmAUG7QnDE9mIFi0IgRkZUI52UV4BmCs2XAX0pV9XHm9E7CoPxBEfn8bAYYxxC6h9yuqq05A18iCCXnE87tGsDvVPXheDyHx+O5KLo83hpk2z8llLLso6oXEEoUfkY4z63uhA0JDpE9CZ15moPS04GFROQWVX10mHOzJ/BzwrUza0HuHBBLcT5DaLm8AqHU6wuq+uvZrauq3xGRewhC0ebA5iLyMOHau1BDi+JZAkFF5CMEEW0VQpnZi/H+bgSXwK6Emf0jVPWh0b42DbkS18XtbU4ouxkNPYQyjyafJohtm9MfgKnRifVzgmBTB/YUkW9EkWgFQljtO/Fn6DDgI/HnlYFHh6n8+bSq3gNBuJLQkvpOgqj4pIi8RCgH6SC41nZuFYRFZEP6ReZO4Pph9nWaqp7Wcv/rBIfJR4FrReR1wMb9KXCkqt42wtc8TxCR39LveIP+IM/924TKozWW9xFykxLCdfJTEfnpEJu/R1Xb3SR7xdvLRn3Qo0RElif8rfi7jqz0rqSkZB6gUdywPkPF4rxy0q0vcPXfe7j8sNVYCEVUSMSFkMiIteHnMaZgo0Wnc+dLY/DUsYQsgMzUqPoQsZRLis7SoLXlGMREJ0WBYKloHU+CT+CkG5/nsqcKOj0YCe4MyXMQwZPMUvLgXBq8KKaTNTtf55x9V+K2FzI+dsbTHLzJyv0pQ6M+X3Dvf3u47z+91MTj20JWE1ewWEfOpGqCzmGg6mCYjomMX+V4PBZhKvWXbiF//k9UmUrdKrWiQr7IRnQtuz2SfIDFUDA5YbRt3vWSFUxwrzjTwRKTPJeechC7HXEqTqukLsOb4c+R1QaI5ZL7p/GzPz7MmPQtbj9xGyAhE0siGY6ExCl3nLILmG52PuoPzLQTSdRTSAfLTezm58dshfU2dOkRR+I93mfc9L3N0UTZ4dDfoeMWDcKDKruuM579dluTXirs/LW/Uh2Xssmxj1M101FNyCXh+u9/lMTmXHXK9ogaTvrjA/zl0ddj21VAFeMbCBYpEoq0wa3f25zQnK9ASfnDcWtGzSFcx6+Tss9Xb8G4ppuCIQ0QChhvcVJgfBcme5Gbf7grJJ6Nj76X1Bd0JhY3myQB1Zi5MUsbWOl3YvhZxY3++/3bCQ4ObRFhSvfG/MSofx2o6iuqeiShLeNFwHYEccMRZuP73un487kES/TzhAFmHfiJiBwx3H7izP8+hK4mI7XSD7adLxLswN8lSHwHqOqOw4kbrajqZQRnynmEgcDXgedajr/p1rgz3n6eUE5wcdz/eMIAVIDPRndI+z6eJ9TSjyfM5M5JLsTjhJKONxjFgDLO4B5I6GCzCsHmv8lQX8A1BFZuQpitnwRcJiKXtbl5mtvenuDeyIEj27bTIORAKKEUqIcg9DSfv5IgBq1EcCxMal1fQmbDroRONX+M67xBKA/4oISSoCZnx/0c3LL9bsJ7mQA/k8FHiU2Hyu8IQsSWqnr/YOdlJEjo8vEPgsiyAsERsvZIxI2W474B+ADB8dFLEIa+wyBfaURkbRG5in6BcOPocmpK3dNUdReCyPEhgmB1hYh8bIjzMRKapQ/7jnJ9CGP/J5v/6A8YfqbtsVMIWQYfiz8vS7/Y98F4+4iIfEtE/tn8R/iMAvyw9fH43MPxuQXbnxvkX7N0pFX0WpL+Mo7B/g34pqih9G1NQp7GC4QyramEa2RNVW0Xd1v3NWk2+5rYtq8GQSQ6jhAkOoZwLVwNbDpC0XleswQDj7nZxnaBtsdbU/WaHUg6Gf71D+h6IiGj5gDC74KLR3GsXcxdb7jPxdsRf95LSkrmHsGF+EAxdGPZ9ewHuecfr3P7Qe9jwVhP70UxakIewCzrG36w2+p0FQWJNzQHNCk5hVRwkmLUYymGKVHxWFEq4tlrg7HcetBK/Pmuf7LuWf/lyqcaWB/asoJQiMWLxZEw2K+cii2o2IxbDlqCE/f9EFue+Rjf/9PjzDQT8DLSHPKhec0bjrjkOTI6ML7d+ArGwB8+/wFETCyTmTsED8bHgeZE0sW3YuH1foUzkHiLrrANC6x4FFRWCwNi8SihvMLPBw4ORwhdDdeYMHEcXH7mYdTsTHKZfcMsFQfegvFUkpTEVEJYpqakWgAVDA5vDRgP2oUkFcSkkApjaJCYGuqDsKHRwaHO4O24UIqihoZYPBlGobDdqBd8DIW1vsD7HJM2EGMxSY5NIZFYHoMFTULJSqt5Q6DQhFwKFE9BZ3hQU0LpiQ+hq2JBEhRLTaCghqoJdpVBvm0KoD64J3KxGA1CUCY1BEXUYisZSbUlUlSHvhYUiUYOHSBuhFtFfUuZSovLo3m/+XPLBkvmU+aqjbSILAccSqjRdoRgvS0IXxqfEJFPELqh/JowCH0Z2FxV/ykiDYJg8RMR+SAhY6FHw5XTrN3vjo+vSpiZnhZnvgH2jjO3I2VJQv7DxYQZ6jlugRgH9Z8TkZMJg/EP0y8mbBpv75RQwvM1wqDhLAnhmn8kCAdHaH/nGAhhq63tdS8RkbMItfDn0j/TOLtj66W/Q8kcISKbEYSf9eND1xE6Ebw1m32+EmeSm+LVjsD2InIT8DNV/bOI7EVw7ljg4LbX3gwe/RbwDUIx6CejA6GVzwK3AJOBh0XkAFW9SkJmyc/iMoe3iUZ/JlyL+xBLMuJ1dxOwhYhsqKp/i8ueT7iO1ycMjPvCEaM4s3y8ezshxHCkmSODoqqvi8ilBKHvOODX2u6VG9l2pgOHich3CZ+T7qYrQEJY5A4E0XFdgvB1FHDqUJZ8VT1LQhDwiYRzvj1BxPsDoYTnLh2kE8gQXE0oldk8Om+mzOnrI5aoDPL4s226yzcJrp9nROQcwjk9UUTuJOS+NAjXwF4MXlq0MP1dmtqxQ6zTygsAUTQ6fjbLDomGtq4H0Z+5MdyytzEX0wXxGvgBA1t+v2uMplxFh2m1PBu+Qvh78GdVfXp2C7cSBdUFmbXL10jXH08QWN9k9q2ZS0pK5oIYkYloyMtwGgo9cgw7nXkfO669NIesvyDOWEzM3IixCoPP/olgVPjjISuz9bnPk/oGXtOQ62E81nsKSVCFjDAQqqtSFQERKnHfWy9pOW6nlXj45YItznyChlToYjpg4m/1kBFiFYx6MpOGridiUZeRGgGb8J0dluGji8Ihv32MB96sATVsktKp3eQjiBUz+NhtIpbOQHCJqGM6ll3OejKcE/EUAopH1OJFqBXdnL3/+zG+l8J2kuCYWwtF8L0YbAjxwPqxIC6GazboXHQ/MAaDDX+ZEYRKOK533b4BNr5/Eo/Mm4Rxncol5xzFngefzozMYFVx4gYfg2snajw7fGhBdlh9I6ZmGdsdeS0zi25uPfUTiM/Y7itX4rFcfvKOVDyIE0zawyG7T2arDy7CS3XHtsf8AXyNxFfpLepcddquVBS2+/LvMbbGFafuiRM48MQ7eWt6Tt2C0RSL4kSo9/Zw8ymb4sRiVMgFJC/AWnb48oV4W8WYDlyaAIqoghquPHFLrIPNT7iJsY3pbHHUDXSYmVz0g92pYNj7e9fyxhszwBhUhSSZwRU/2AcngCtQ6mxxzNV0+uCk6q0oqe3CoBz5qfVY/wML0OEtvRZEYaujLsfVu7nh9D0RPFsfcx1VGYsXwsVsQkeVvtPbDAVVomOk+VxbcCj9okf/c215HWoGCCDNZUsXx/zDaNrErgpsTRA1NiK8m38BvqKq90X77fcIs8tVQteVDwL/Bj6usU5cVS9tsZbvSxiMLiAi0wlfICG4Es4kCADtX8QfBC5haHYhzEY3OQG4VmOI4dygqo8Du4tIp/bX2G9CEGQeJsxeL0QY5D8TB5uTCO1DfyohXHNsfGwtQg1+K0fGx2+a22OdHSJyAmGACME98VWCpX1EA25VnQl8WkT+SJg9X57gZjlPRLYDfhMX/b6qntO27+UJWRuTCeLGPtGxMcs+ROTjhO476xPKVdYgOC+WBS4fpDzmUsK18ykR+Yr2twv9HeFa+zyho0Sz5OZrhLKO74rIxS1lOfcRBiO/IVj3535aJHAs8K14/uYKDd1Umu8hIvJ7Qh6FIeQzHAmcq8N38mhu61Xg8xJyQb5MEIiOjf9OiY+N5Ji8iBxFeM9OAOY4V4YgTBwwguWuicdNFEGPJbh1mpkUV8b3/2Ba3Dsl/3tIyKv5BuHrz3dHsHwzgLSX4JpphoMO97dnOI4gOPS+ru9Q8G1Jyf8qHsFqRiYVUnUYNTw7s5ddLnyDSz+9FstPULxYbPPPuszmK7GEofQ4q3xlXeGnd1ushBIT6w3OhIDQxFb57CkP8tsvrclSFSUEFDoSNdx54Iq84T07//QBZiZdmDizH4JP29GQ8eF78RgsjiztYu+1LftOXgjEol64a+YiGNNL6uesK7pHkFDIEAblqiCOqWLZ/vR/hMdbJhOMGpwpsOrZaM2FWLmSU9guEnWozPu2rc6A8YIutgv+pcsQqaAqfTmUzS4m84O4MRjGO9QIY63hD2ccwqeP+CVvdHdjNSFIYG1IhrgKYhskNqUiUO/oxHSPQXwDjMNXOmmGqeYJqHgqBdRcL2IdRQFelkSqM2m4KoXpoKozQ86LmUheC7kZXYUgIqjvd95kAD7FqMWoBTR0KdEcbBqaxRpLkSwYwmzJ4wA/FH8ZXyDqkMKT2zGk6XSkGB+lL8VUxqBVixWP94axmpFKRuqCSIXJSU0X9aoh9TmGBG96sXkXmoUCKW8dnd5QN4pLx1D4TiyNcPTeh0wRGFZnUI1XjvY7ObRF7GhdLr4xba6NZuDosGaRkneZ0Tg4diVY4euEwenZrfbpaLXeU0SqhC+SHwRuAD6lIeCOlmUvFJHHCbPttxC+PK5EGJRdFre/BDApigqtPKKqQ35BFZEVaRE4NGRpzLW40Xb8PXFfFYKVfBFVdSLyM4JAcWxc7rWYf9BkMvBJguvlYVpKMuLy9egweCc+OicTBsOPAMeo6nOj2YiqXiEi1xBel1XVPwCIyA8IteaD2bFfBKYDjwF7q+oDgyzT3P7rIrIRYYb8SVV9WkQejdv40iDLvyoiPyHkcLT+qruEcN4vblv+agkte58ilA804uMvicia2h8cO0+IM+hvV7jhKYTjvxC4JV77c4SGcqnDROQYQpbMNrSIKCPcxlUSWoXuJSL7qerPZrtSPzkwU1XPn5N9xv2eIyED5xhCmcdRc7qNkv+3rEyY+/uJjixn5iVCVknzd8grhN8h35rTHUdx5auE0Okfzun6JSUlc4bR0HK1UszE2S4umPIvLpjimXLoCoiG2XajBSoJPvYzGQ6HIfE9eOlgx3WW5ar77uDvbmFSFFGH1dBqVrxC0sknfvEM395mITZfrgujhtTAzqdP4SW7OGNNyDawWuDEUvEFvq0itJCEim9QmCpeYY2JOad9atk4mewABfF4V1CZQ3FjwOtyGia88dzzsuPIi/8ZOra0HY/gEE2o5r1886OLodZi45R4LECYpwThRBi31F50F68i7V1S1IAUYfBpZL4TOgpjg/PGFowxCX887Qt85sgzeHmaoeJnPVvBvFNwy4NvcsGlUxhnlV8fvT1ONYRoYkANoob9v3ElWaKc+rXdsKL8+YaHueCKJyjwQf+YMZ3zvr8n6kAlDOB/fsKWiCr7Hvsbko7xzKgPjJJLKPj51zbEuCAiqQiq4EnZ87gLkTE1tLoAVZdRxBzTpgAmQhBeTIF1iuL4zVe3p+EcnRJSaawPIt0WH1qY3bZeG3F5fA+Vz55wE8Z2g46jWoBqJzXtpfAphXWce9kULrzcUxiDt3k4RmtJaxX2Of5W1BScd8L2aK5MqBLCT9X0/eUOgaBRqBBpeaxf3GiWpjQ7poTHGPBzU9zopwwanV8ZjcBxGsF6ft1ws89xBvzrcRB68VCDLFV9MOYkFENs78dRLGkuHwJ5Z4Oq7kOYfZ4jomgy25m9tnUygpjTvH97HBRnLY81Wn7eU0LHAoYSMd4hcQNVnR6Pda4jt+N7c2HbY0O2bY1Czk5A1nquZrP9r7fcP0lEzhyqbEJVjx7ksen0u0ra2WQwh8ZIxY3oDpqnkxiquuYo1plCyPWY3XK/IHa0GWaZOmFAN9oZ6wMIbq6fisidgwiVQ+33EIZvDTy79U8CThrt+iWjIwqk861HU1V/IyIvMEKxu1k6E7NoZDRiYVx/PEGwn0Eow5tXTrCSkpKhkASrnsJ2ccRFT/HytIzbDl0ZvPZ1tWiGY4qGLIfhSFRxpgPjQ4bGL/ffkB1PvY+ZtgtnDKiEDIOYSaGi/ODqF3lk9bFMeeQZ/mOWwNKF9Y5CEhLNAKHqMwpJZ+mUUomPL+he57eHboigpFoHKuFYfTdIFUUopEI6+69Rg2MEJ8Iv73mB39xbYFXITELSVs2qOCou48YjVo3nzIWWuRI6vczzlE+15MaTmg46lmuaR1v2Ix40AYFH/3kdq6+49bzd/1ySOIezBhMzJmpi+e3Jh/C5o87lP2/MmqniSTE4sjxlel3wxrPoOA3Sm/chu0INzvbwWq/BWVh4nCJA4Su8UvekgGgKpoNFOkNT4dDHxLDwGMALL3WnjPEh5LZ1oFHRhCXHAAgqRRRTwEoPr/WkkHaRqpIiaLy+w0gleIBUY7cfr7gkZYEuF6JSwoujYRwN46mlOQt2QQVLVGD4b56S5jUqFjJVkILcGETDa+9xQg9KLgbjExKtkUgBxvF6r5JhWbzDIx3Nkis3oE1sX2eZ+Gy/+6JVzGi/7T83QfyQvgf7y1ZK5lfmWOCIA8QRh32q6h9HsMxbs3l+HvS7emeZ3YD9nRIwRsK7eX7ntkRjKHFjlNsqBx3zmFgW86HZLlhS8g6hqreOYp1m5e5o9zmN/iyfkpKStwEFUB+HMhJq+71hj9P/xgZrLsHpe6wSFrSzDk1kJF1AJLoUTFg7oeDKwyezyRlP4NWQRjeGxePEYBQyES57dCbIIqEURiqkhC4uGu3/HoPVDC+GxBfMpJMuPw2rhgsPX42lxLP7OQ8xMyu49rB1QuYHgFRBFas+lBGMAFGPw2LVAQ7VCo0EPvWTW3g1XTw0kRBINA8OGFPB5r246jjSPOO6wz8E6ptT9i2SxtvgnjASBsEGxDQz9/v349RgyUEtdzx3BqssuwWJMYj46PZ4lweg1saokHhtiaciynknHcABX/85EsscQqcREwUuwweX6+SIPdekRuhKYgFvUrzPOe6Tq+LEIDicURBIFbZedwnWWW4ijUr8GpvBDy9+CMlTjv30SoDjlAsfQ5KCSjoGJ8Gxk2kHj/7zDX70u3uxCLmxCA7rDYVYRHKqWlCrdpI2MgShkRp22GB5Prj4eKodilMwqpz6u8dxFqwRjJ/OyX94KByLgjHCPlssBdLBMhNTqhT0knDaRVMwOoaK5kDKIXt8ABGPJWZcGA+uwrX3PstTz7zGwhPhc5uvjbMO2xQZjJB7w6m/fYg8VQ7aZXVqlRQjbsAV0F9W0kzbab8+2sWOgaUpguLi+6SieBQX3lYKoOK173dDybvPXIWMlpSUlJSUlJSUlLzbiC/wphkX6tHCsNVZ93LkNivx8RUmzn4Dc4iqkBnhLwe9j83OfJKGpKEbhWps6Tr8YCfVjLrpwKrDSQqaYGUGRnKO22p5tn5fF6ff9SLnP1BnjE/pYN7OwRR0kEgvp13xHFpZKooeA7Hq8GknNdfDjYdG5wYeRzLPS1LmlKRQbv/HRTz8yvmQOM69YxM6epdnn63PxGrHgPyQ+YHQtlVJKPjZd7/AzOnd0HKdCA6lwpILpSw1YSnUhlILh2AUVFPWX2sJkphDkgMVH7a88jLjWGXpcRhRCjVkKD+++AFsr+HYvVZGtc4t9/0XU8swSRXxOaopYnNeeN3xytSX8AKGOrlUSD3kJqHiCgrbgUsM4ioY6SHJhVWXXJj115hIooaZBsbkcNXf/04t7yIRjzfCXx98fsCr/8IWqzNmYnCF+Hgubn9wOoW+jorH5BPZYs3FAENDIFFwEgaqDz/9bx4nZaHUsfFaC4NaCgOJh1yUis/46a+nYBJlvx0/RAdN10Yr0XnS1xGlv2NKu7gRfhwYKurjPIdXi3jBqiNPCvKYeTt4jk7Ju0UpcJSUlJSUlJSUlLyn8UYgdj/oVcMW5zzFdYdMpkOC+DGvEfF0qKIo1x3yQT5+6gM0pBIyPUbQOjWTConmcSbfo8ax77oT2Wedhbnw/heYfNabdGovqdRQmQe1/nE/zSyLDt9L3SakmodWnG0ZF5kmWHVYU3DzwSujMTMk3LrZlvS83RSp46OrfZKNVvkUZ97+cfb92O/pYJHYHWb+G2oKDlWLiMWIMn6BMQMX8BXEFPz3jZznXpiKSig/cRJEJaOCxOwOZ0I7Y5HoxCEhRxlbKZi84iIkkrDp+xahGwmlJq6Tjd6/ID4p+Ntjr+LTJAoaOSKCw6Lq2WjlhWgkHSQe1Aj3/P11HDmJM+RG+egai2EbwkLjKhgR3sodTzz2OjM1Z5MVl8ObIrhDfAXTIsipKkm1IKEKRlE8vRgyyai6IFbU04wQfeu545EXqGona79/ElVjcWrA9GC0EiJN1XP3w6/jjFCIw3oHxsa8Ee1rljLQwRHehebjvq9OZTBxgwHihqoGp5XP8TgaxmJzwwZL5Sw70WGw7ZE1Je8ypcBRUlJSUlJSUlLynkY0ODdebMBnzn2Imw9Zi0Q0lozMe8eBkxSrBZmpcPZfniOXCgUJFg1CwGzKNoTg9BBj+eyaCQdsuAwNSVA3jUv/+i/SZBGUBGtynMg8EThaXQ2ZMSReKCQMlttJjWesn8HVB30wlBng4nkMYsi7PZ5LVMCHHImPLLkfnbHbuw4ydz9fIILEkbcgobah5RrJTU7qDA8+0825Fz+Al4zEGzQKNk4Eg8eLImowMSBTRTE41AvLLOhY98hdMCjH7LMuYoTMZFixfHX/D4G3bHXQhUi1C7SCaIo3ihPDmOx1jt1nG1xiEQ9CxuZf+yu1opvMCh2uwVF7rkcSe+GKKlOnC9/93V3U6zO5+ZRP40WwCirNtsFNd0ozF8P3hX92FACW3LpQFuU8kKBknHT+XZCM4bcnbEW1ZnEC1lVCWQ6CiPLt398VwnAJLZq97QT6hQ0ZxETlo/hBX4bGrGUp7c6NpstDcHgSvDg+vOxMDtxhMSaNr8UW06FkxcxnQbf/y5QCR0lJSUlJSUlJyXuKHEh9Tm5SUi3wkvD6zF72PO9Zbjh0Lap9g3mLHcWI1wOKx3rFG4uoj6KFIj4MKr/311e54eGpeElCqCnQlC6a9DebHGwfhgRlRmZ5y1gWyGegydgw9DIpvm89G5wecYsuPEIwxheY+ExBghVI8ORA4jNySTj7by9x2f1TqUgScwQADE5C9xEjjgJI1FBYIcl72WPtsXxpw7VQU+mb926+vvlCQJBQG2CA1VfYEenLP5gvjm4Qml09Bj/OhASNKpwzBTWfU7OQGwG12NYSJYGGhYoTjMAMl+CskDqLt4p1yuuFgFMW7ChAK7zWSBEHJinwjMVohseDhlKkRmLQxGC9oMYhTkhdncwKSWHJbLj6LdCbKVkOUwvFegNGeb0uWFEmVHNEE6b2hrdogaoiKkzLDYXrv3bUwSQzFSddTOtNQCvkUlBRS9XOoJoWBH9FgUoRRBOfgiiFCBNNRt+ny4KVGTijQfDRYlARLgSeNsXCls9o/GyJD+4SL4rxFkcRW+YmFOpZb/k6h+y8IJM6xwaRp8XF9O5LfiWtlAJHSUlJSUlJSUnJe4rUZyAVEhwqhhem9bDrb15lysEr90/QzgVGM/AmdsLwqBiM1sm0wrdvfIHrn/HUfC9qqv3Bn4NtB4+oho4jLShCogUOyzWPzeCSJ57GFnW2ft8YepJxs2wnk47YE8PGeeIwundUseSoCEYV4xq8klc4/abnuOzxGTSapTCS4NUgxsQwVk9FMzw2hIl6j0oDdR1cdNAHWSQJHTxEPYIDSefuhL5NaJsz5T2NBueBqpIK/OH7u4bXpgoyMCMlDOALcJZjzvwbjz//JoUJToMek7DX127E15Xrz9gckYw9vnYNaaUL7VgY67Kml6Hv3HmfIlrgpRIfj8kSzqBSYFwI8M1E+clFU7j1walY4xBXJU0n8Zmv34RmjutP2wpMnV2/dRNVUS774XZ0iHLgT+5h6pvT+pwSE4s3+ePJu6PGs9nRd6C+QUqGlxqX/nC/UJYVm5/U8io2T1HJcUBFc/7wvd3bSlBc6IZkTAzBnfUTqcTrJbZ36c/gEHwMKPZqEJ/goyMsN5YNl29w2A5jGdPZFd4H8WEbpagx31IKHCUlJSUlJSUlJe8pclMhweNV+ee0gi9d+CxTDnwfIgYjHuayKEWp4K1H1SDk1BWOuPg/PPhqSqK9VBESn9Mw1VBKwsABqNECJ0lwd4RiggHPS9yLUUcmlRDomdS48eluvGnLZ4gr/OaeF9FKlWUmdtLIGrw2tRtrelFvSTQL3WNMyh/v/BcV10NmO0jUI4SZb5EgbgB4LA3bQSWfiYjHYdhoqSo/3H55nFhUwGgQjxzpux4qOhT/b8SNPkKKRMM4EEFphHISGThkk0LB5qi11G2CkqB2JuJSEqOodFAkM1A84i0d3uK1G1EJgZjSLM3wiAjjihkUasn7ykfqqHq8H48tXgntX4EEwRQdpCSIevKkl8RZeguP8zPA5OAhz2eS2nDVewGreV+3H1WlSOt4qSCxk0zqc5zrBKOI8eBNOBMqOCsUlRzjFOtCfk0qbkDWSiEmlM/EcqvQ+nnAGQuXfnysVdwIP9twfCo0TEGiyodXdBy88zi6KtUQjIpER0czzLhkfqUUOEpKSkpKSkpKSt5TpOrwYvnXzIyDz3+MGw5bG9/iihhNWcoARLEqvA586eeP8598ASp5RtU28JoiODJTAYRUG1HI6MdFx0NFc1Kt0ytdA563WlBI2heKKaohYlHMoPkdOcqv7plKgqNBBUwoJ6jhyEwVCT1HAcVqTt12UvO9FFIJ2Q1IsO7HbasIXcV0etOxLJy9wK8O24gFAS/BcWJUUYkOjgGlFSVvB62eA6PhHzKTwnewzXG3ogxsBey851df3ZplJwjGZ3iTB7eFDa1brUylSCtsfcxNeG9JqmC8ic4P37czIZRsvJUsxjbHXU9jZoO/nP5xxBsKhNR0c8lPd8eSUcXj1IKdTp52Uy0sNV8wozGN2079ZHD5eADLnT9plg0VqKahaCq6UETAFv3Xo1GAlG2OuQGRHOOrZEkoD7Fa4DWngvDY67Dl0TfhG69yyxmfpDXDJPWKGgEpECR8poY410E4aQaPBqHDek8uFqFg85VyvrjjBMZWbF87XyseRFFJonsjFIqVzJ+UAkdJSUlJSUlJScl8jW+2X43dPpwKr3ZnfOH8f3DD4WuH2VuAkbYw9RnOVLDRaWHVoQqFsaSuzmMzU4799UO8xRigg4Q63sYti+IJAZeJ5oREDqHT1elNO6DIKaTCmgt085PPrskYzXliRsLB5z1BPa2Q5g0KkyBxtl7UUUiK1RC0GAZPA0UOLyGToy+JQaGQ8HqT6LSIB9f3f0+CUUdIE0mo+YxuO5ZUs5CvYCqcv+fSrDhx+b4BgcH2ZUWEmzI68R0hllXZ6EpI1IJ2xBKnjEQbAxZPEcQ5hAQDGK+YPOS/iCp1Ny5sULpJqdPIO7GmwJoEzwxc3hnfYcELiBooamTFTBCLWgeNLnpTwapBTIUsXB0UWqXS6CCveHwm4N5CTUZBhYp3qLEIGeQdaNJLYVLqmtLwFtUU9Yaa7wHvEJPT6w0plg6tkyd1tLBo7tFKTjVXZmLo0SpKnUR7KVxwIhUU4dWroCTgCU4XmbXlsWiBw2C8p7CKKVJUc6yvkEkdY1I2WsXyhW0mMLEWxEIRwm37bxRh1sdK5itKgaOkpKSkpKSkpGS+xuDIJCFFEYU3nbD7r5/j5oPfT2UUmRveVPq2bNSTY0gouPjelzj9b9OxCMaMwWqOi0GPrVjNcZIG9wQeo5667aDA8pFFM374ieVJXIGq4khZeSzcctAyvKhdHPSr+/lvviBdrhtPKBlIyShMaHcrmhCnwkeN1dC1oohtaxVDISkoLOjf4Mdf2JCVqt2otWhss1ny7tMsnVB0lseHXgkyA1miGIWa9HLzyRshvsE2R9+OUOPWH2+Os4at9j+fdMwkLvrW+owfP76vVApfgFTxojgc1ndy8083C84RqYNWAcVLyH3xyXRWH9fJycdtQSZVNjn8eup5N3eetT0OZcuDryORGpeftgNdFPz52I+AcTGw1jBTDBsecQWNmY77z9wG0plsdtTfqDbGctnJW2KN4xNHX06vCl/7zHps+sFJaCIYJ/RYYeNDrqO3aHDXWTuFkFzJSNSgWIjZMQNDOlJU6uBTTG4xCoVxNAxs8f6UfTevMq4rjee9WctSSnvvVUqBo6SkpKSkpKSkZL7Gi6GiOZ6Eugi7nvUUv/jcylRpr7UfGaKx14nmzJAqJ1z6DHe84EjEY4zFiyfHkiCho6cMFBxyqVLVOiZ+lS6wbLdKF8dsvngM5jSorSLSnwdQJGNYXDMu/eLaZEb47ZR/88u7ppKZTqoC1ocMgULyuZ4hbs5YOxXwjrHMYPcNFmWfdRalwjIURkA7USnTBOZ3hhU3ms/3ZUooYkBcN2o6yEwSpDINGRIqhkJc3/LNDBNnKhhyRAxWLc7WSdSihDwWWxSotYgKKTm4Go0kIzMG6yFJG6TaSeI9iSiVxGJscP+IWtRqFO5yVAscFWq2A2NnQKKoF8Rb6hZyyUl8SqGKt0rhAAnrQkqiHtfhIY9uJ81IYpaGkZh4I236hnqMMxjNaCQFphC2er/hs1vVGFMTvAqIYLyC2JYORiXvRUqBo6SkpKSkpKSkZL7GKBSSIurZ/rSH+dCCBSt2BSt5X/zEHFAgTPn3TL59xdNMZwzVYgakC5C6brwYvFpS6hR9lveBgoPBkUuFxNX5wgZj+czkZXACVkOmRlRPEHWxG4mQSI5SAeNIvWevyUuz71oLU09qXHLfC1x27395KesK+5rL0ZX4gkmml53XW4xPTF6aToLjxOLxWNKYuBj+mzu3SMm8pd3BMbjAMfCxivekzlCIgu9gyyOuwrs6N53xWTIB1GPVc+M5e6Pi2fvb1/L662/gmp1K/HSuOO2gcKkbRyE1ElVEetn88xdSHVfj0pM/Q2o8R39mLY75zJr8803LTof8kZwqVKM7w1dRgYZ00umz2G652Wi4zmV/fZmzLr6Hqu3m5p/si8PzsS9fQi0Trj1zN0Rd6AYkjj/+cBeqKngDDk/iLN4E8fD2H2xNQyzGO7ypsu1BF+Ks5bc/2oOFag5t61pkFHKjGOfZamXli9suQDWx8ZgFKw7RIIzQ1+i5lDjeq5QCR0lJSUlJSUlJyXyN4jBe+cJ5j5GJ8INPr0OqGUoFiSGaobOkoiJ9RvPE56jYGGZYp1uqnHrbv7n+0ek4FdR2YdRTJJ2kmlGYEA5aSIKqYNTFPAsorCUpehESnBi+8bEutlx95WZkRZBA2maOkaTlfhqFGAvGkgIkNWrAnmsvySfXWRzxhukG3mjA7Q8+z6MvZzz1n7eYJl3kYnAkoB5DBaM5Ve2hk27et+gEVl1mHB9ZZXGWHSd0zjI2q0SJptlmtmUIJ6UV/11H+ouSmiVPuYRb1GDaciVyTVET1xHBSej2YxF6AJMsEKUsF955MSDNoguDT8aglayvCCPJZqDaAJOACFWvZAYqPsFVa0jSgQiY3IbLxUA199RrnVSdJzfgjA1dVMTQ4bohSVo+E4JKDW8MVBOEBJEMoYKx0KhMINFQvuJEcQJVAFEMgnhFTegIlHhFjaGKhtwNW1CkYzFWMMRysub1L6CaoDZjs1V72XebBRmf+pbuO80PrG3eK/l/QClwlJSUlJSUlJSUzNfUJeWvT77FP3tTFq81qKmnoIJRTzDCN50SIOShowMAnkwSLr73Bc7521t4BWskWN5FQvnIIKS+jolG9bqpUdUG4lO6DJx30Gosro3Y5lL7QjnnDofDkqCM9wXjU8NS6y2DoqR40IL+XIDmfQsmBEWGaIOEQiU8VPKepOnWUO2g4kEFfnzQ+qgOFKFSl7PEOLCqGC+IFhTGgHg6veHsoz9Ko887UTDLkM+HvI7m/qZXJrLf925iun+Di77xKZCCg759DSKOs4/fBeurHP7tP5DblC/uuAHrvn8JMqMY9YiG4+lIKxz4nSuD0GAsg/lOxARBQb1h/+9diTeGmrPkJuOAEy+moMq5x+5ICviQH8ovL7uXKU88jy2qeAva080vvrMbiLDPiTdRMcppX90E8Z2MrQpqCJ1OBFQdIobDtjMYFgSN/gyVOXZ9lbx3KAWOkpKSkpKSkpKS+Rrj4eu3vkqHF8Z1VFD1WAmujcIAamOX1AK8MtPAJXc/ywX3TqdbuqhoAzUJTlKM5qFd5hDiBoCQUIhBxFDFsc4SKd/baXk6KPBGgSS00cQRup5UhtzWSPBiSVVBHF5SHJ7UA6p4oxhp3b5FJQEEkZC/4OMsuRUQdSBlaOh7FVWlMDNRTfAirLVshcIOlAsSNXjJcTjE5RhvcHjAI2JYacFa0MIULG5Q/a1PTAG87+C/bzWY1l0B04siPPemkIhj1YljUKs8/1pO0VFQOBvyO4yQOoOaXryvkvhpPDMtpeIUpDpLUGpzZ6pK4ROefyPHqSJSoeZm8txUwVGQRTeUj+aKN2cUvPA6GO1GJCPvNqg4xFteeGsm3gjLL7RADBsO7ZateMBEp4ZijcErYAoERTSd9dhK/t9QChwlJSUlJSUlJSXzNbucdjcVOxYVzxNTq1xw/0vsOnkpjIQEiYaDa+9/jj/d9RyvmqUxpsCgeKkhPqewKYnPSQmhn9pSljGY2JF7R1Vnsu9Gi7LX2osjGAxFCC9UCBKIB7GIzoPMDELOh0ro8GCIuZAoxlswrSUKhjCMC8GRtIQqCuDElk0s3+P0uhrHn30L9dQgOIwfOCD3psD60DHkn1Onhy4h9AbLgwia5IizYDwyyHDPx44oTTp9N/vsuDZCzi8v+xdO4cBdV6XXWXIThArnK3h6ufb+f/H4sy8xrTehsL0UvXDw7h+gZoRTL3uUntRRKYYKRlVQcBb223FNarbKqX9+gkwynAgpGRdc+whS1PGkWHU8/eLr4B1dkzr55EZr4V0dNAGb470gknP+FQ+SIHxy2/fTmSQxPDcEjkrIXkXEI9jgaynDdf9fUwocJSUlJSUlJSUl8xWeOADxjudn5EyzC8THw6Dtl3d388u7n5x1RbsoCVlfBqMBjBGMz8hNKClRk2B9EbI7JImz0ZbE1+mWcSyrL/CjQz7MssbhxGJUo509aalGkf4mkvNgnGRisKj0ZQKYuFkbgxOStuVbShZkYARqKW689/DkWE2DI0cUWxTc8/RrI9+AeFSriII3HkMaL4RZ81VUFeNyJG+EUhJVcmaw28aLgI5jyyOvIPeWW0/ZDo9iPaG0S2dC1sUDD/+He02whyTe4Yvp7PrRRUArnHzJIyQeeo2l09fR5v4KUCt4rZEWdUgb7PaRJfCM5ScXPUZF+/NALr/hiVnPT2JZtGLY+WPLY1yCN9MRX0O8J1HDH25/mlSF7bf6IF1GUNuaMUP8bM2SPlPy/5RS4CgpKSkpKSkpKZmvMOrwkiBa8MUL/g7SMVfby02FVAtUwWMASyEpqeY4sWiRccCGE9hl7cVJWArRDCcVEp/FFi2lpb3k7UMJ5UkTa8Lqi48dvLxjGFLNWXBiZ3AU4RhM2GgiIqy8ZCfTx7lYpiIYSVAdh0dZdcmUxCSo+tCNRJQCeP9yE1FbQ8WBr4HkpOLoyVO8VDEirLlUDcTixFKVSnQUhexSFZg4RlhtyYkkaQN0LAh8cKkEKwvQ3hlmwDErLLNQBxoFIKiCGFZfuoaIxZOQGqgKoWVKyf80MrveyiUlJSUlJSUlJSVzyFx9wYyucsQ3mHzWS9S0PteHY7UILVLJ6aVCIrDRslWO3X45xmgI+Uy1iPkVDpUEF+d9yz4jJW8nHvo6phDzI+Z0CxrzV5wIdnZz2G2fzoYoFW26GnwM4cxRqSAaBBgvEvI81KAoThSroUTKiceqg2a2RZ9Bwvd1NTIaS0NUKURCxgwSAnZUGN5VkRNERkXFBX+XKl6SoGd4kOZ2BFTe1QKU0h7yLlM6OEpKSkpKSkpKSuYrmgO+bqmSaD5PtplLBRSWTt7iq59ag/ePy1BsbAdb4JshpLF3iagPORtI2Uq15G3FqIYyEwQkY05DawuERB0jdRqpNDNnwnVdLUJ31ZBVISAFhVQI2aZBDbHq6Wun6gFr8ALWxRBPDFYLEINKEUf5CeIlriCx65CSelAj9EmZEpwkQxG2HTolQYJxocuK1ZBNo0ZQaQAdiOQhRLSUGf5nKQWOkpKSkpKSkpKS+QpDmIytqMObFPU5ngoGjwdSr2TWIyi1wuBMf0hnYRTrcirkTLcTqLoePjSxhwO2WYOVJyWxWwlApS+YE6m1fCmOs7+lqFHyTiECJDHrpTbHq6cQWh8zsgwWwYMmwQ2hgpgYxgnRBZGSaP/Ss+RWGCVpVgGY8IwVAZvEJVsEmuaHGd+yfWIL23g06iEGg4KdZX823pWWB0zLqw2Pd8QfSnHjf51S4CgpKSkpKSkpKZmvEHWoGBJgh2V6uPZfCWIyRB2GKg1rsBr6iTSsYAn2fi+GAsOCZgZ7bLAYu6y9OJ1aUHgDxpD4HC9pWXJS8j+NRnEDLEYc7Q2Tpb2GRftljrBA2ydIQ7vi9q30/ziwBGXWJQ1NU4maWJ42oldSUjIrZQZHSUlJSUlJSUnJvGbuMjjUhzGRhoao97zYy08ufZwX/AQyY0jEgU+puW7GmjdZbbEJbLLmEmy00gS6fAEiOLFxltnhSLCE2n+rHindGSX/wzgNRorEN1sm+1CaEtHYNllEYhCpaVMcBn68dRY5ws/yfOsS0rK6xCTSEOcRMj5klv29p3jvHvn/E0qBo6SkpKSkpKSkZF4zd18wVfEoTgypz9AYMChaB/WhLYP3IBZvKihhgGTUY4oC0jQehEQ7vguzzgoqthyBlPxv43u4+5+GZ9+ExDezaPo/sq2ChaoiKqDa1/Z1QAhqS06H73NymLbtxc9eXK65/eYyTnK8ptToYfsPL8SEDngP6wTv2QP//0JZolJSUlJSUlJSUjJ/IUKcxwVTaanJ7+xfxgy4iesZSPvr/6W5RNOxIeXoo6SkkA4eeanB4887Ck37nBraIk70CxRB/NBmCUmrcKFNr0aLYKH96/cv2xRHADU4tVgyCiySN0iBnTaxbPOhhaihIRek/KCWjJJS4CgpKSkpKSkpKSkpKfmfQwaUprQ7L1rvi4D3reJGKB9rvd8qboR1BFXBqyAKxhsUB6bAe4Pg+cRHUnZcz2K0I3SotaNpk1tS0k8pcJSUlJSUlJSUlJSUlPwPoSohGzRGeqq2ihXQKm4E8YK+nxWCaaO184oK7dEHzW1a340zNbIkRzxU8ey8XoXt162AMSCCFwcGTN+GSwtHyegoBY6SkpKSkpKSkpKSkpL/SaLQMYs4obPcti7SFC/US8vzreuY/p/NeJRuxqmy0wZdbLNWgZpObHSBiFdEYvtmfU8HjJbMB5QCR0lJSUlJSUlJSUlJyf8UMXejzS2hLU6M4Nxo3g/OipA32pK5IYp6JaSIVlApwFQxrpdCLFZzqtJg+43GsuUHUqpWUVKMELN2iK1UbPOwSkrmilLgKCkpKSkpKSkpKSkp+Z+iKVIADAwYDY/rgLIT1YHiRhP1gmonMBORBuJTnBR4rWDFs9fHOtl8dYt4C5LjNWnL/SgpmbeUAkdJSUlJSUlJSUlJyTyjWa7Q7M5hTBkaOb/hvW8pSxGajg4gOjL673uN5SMYmsEbzVDR0PR1KoXvQhOPiCN1PXxm0wlssloKYkIbZ+sQUkzsu1JaNUreLkqBo6SkpKSkpKSkpKRkntIUOMrZ+vmTvswMYUAGx9C3sUSlKYq0toP1XYgpGOMa7PmxcXz0/ZacFMShIogqooD4mLGh7YdTUjLPKAWOkpKSkpKSkpKS/1eoKt57rLWEQVn/c01XQfO2uXwYiAvN8Xhr6GL7IL05+330UUey5JJLcvgRRw66XP9gULn11qt44KFnmfrmC6w7eW122Ho3pGJAmcXhoKr8+7nnueaaa1h+hWXZcoutwQiIDDrv/X/s3XmcTfUfx/HX996ZMcMMY88SKrIkJLRJKpUlS4X6lSRRyr6LkMq+ZWmPtC8ULSKpLC1CZUlIhSISQ7ZhzNzv749z7zX7zp073s/HYx535pzvOedzrnvdez7n+/18E0/LmRUJCQneYzsXr5s3/cKXXy1lx84/wVoqVqrEzTffTJUqF6ebrLDWEn8qHrfbBca5qz+gfz9cLsOEiZNxu+Cll1+mc+cuuFwuJT0CzAAYgzUujMdgk73mT79sfe+BEOAk2BCsdeHBhdtzEo8JxW1PER5yirZNitGochSh1oM1oYQZALf/WElrbOjfX84ck7xiroiIiIhIDgX0C6a1lpUrV3LyZKy/lgDepEd8QjwJ8QnEnYojPj6euLg44k/Fc/z4ce/dbIu1HjweDwkJCdx3XydKliqdYv+DBg0iIT4Ol8vFxElTgNQTIUeOHOGJx4fjcRtCToHHGuJC4whNCKdkiSIMGjISd7JbjtZaevfujQuDcTlPZd3L63HvvR3TPN/Ujp8ZHo+Hb7/5hvnz308xtMS3b2MMrVq15vobbkx1H6dOnWLwoAGUL1eBPv36Yoyhb5/euFyGyVOeZvasl/j5558pWbIkjz46FONyZzlOyT0J1vLCV/H8vP0U1ho8JvFUsCnrbnhsCJCAKz4ETAIJJgHjceEOgc7XF+CqKvEYW8DZ3m2xpJ6IO0ecw6eeNyjBISIiIiK5LaBfMF964UU2b/7FmeEhlZ4YyS/ijTG4XC48Hqc+gBtDQqLu+FOfnu7fzvcYHx/PkMEDMcb4Exy+nhgej8fZvyee/v37gzEUsfto08RQJMLDDxs9LP+jPAVCQjHEM37SxCTb+46REB/PmjXfM3fuXADqXlaPuzt0wOUySY7Tr29v3G43kyZPzdLzZK2HcWPHsH//fqy1lClThoce6kZU4SgAjh09yssvv8yfO3digWLFSvDY8OEpEimxx48zbNijREZG8sSTowHo16c3GJg85WnAehMe3vPzDm9wuVw8/PDDVL64SpbilpzxJTg2bj8F1nmtA1jP6TZJiop6YvFQiHjXKdweQ2RoPHdfV4irL/JgTQjgApMAWFy48dX0OEedsyeeV6jij4iIiIjkKzfd3ASLJ0kdiOQJDd+jMQa3201CQoJ/e98Fn8HNrS1b+5f7tlu0aBGffPIJjRs3pmvXrknW+X631jJw4EDcLkOFQv/Qr+0eLoj+lyJhh7mpbiyD7tyNJyEWj+t4iu19cbrcbq648komTZqC9cAPP64BEpIcByDE+JIzWcsrvf3Wmxw4cABrLRMnTmbAwMEUiiyMc4ngolBkYXr36cfkKVNxudwcPHiA9959O+WOMjisx+MkiS68qIq37oMHjAdLAr//sS1LMUvuOT2E6nRyw9eLx4NNNB1sFBBP6dAEHrohjJmdC3JF5VAsIWDcGGtxYXDZUG/hUZHAUQ0OEREREclXKl1wob/XRVZ8+803zJv3HtZapkydlmpNjUOHDrH088/8SYxly5YRFhbG2HETcOaecBiTAJ5Q4Aidmx3HWg8u68LjPoHhFEXsCSIpwLH4Ijw6eAjjJoz3HydxAsY3dWdIqJv4+HjwGP8tSmMMeOzpO/DeKT99gaQ1ZCXBejDWw5o1azC4mTBpMi63G5vgoX//PrhcLprcdDPNmjV3NnC5mDRpCv369WbV99/Trt1dWKy3xgkYl69gpSEh4RRud2iS47ndTsDdu3fHery9Z1AR0kCxAB6LCziFxeUxJLjiMQlurIF4E0Ko5yQJGELwEBl6gjuaFKFBRTdhOD07QgxgvEONfD1z/P+U+jeVwFGK7RxhjAkxxiihlQFjTITRJ62IiMg5qWBEwQzbREdHc8MNN9CwYUMaNmwIwMmTJ53eIv5WFmvdzkW8+xR7jhUmBA+nXC7cJICnIC5zgvCC/2I98Zw6dSrD44aGhuJ2u/3DaFJn2bZtGwMHDEh3Xy5jeHXOHKy11KpVC7fb7cTvdlGooDM8Zclni+nXtzc/rF3jnTYUatWqhcsYnp46NUliIrxAQazHcPXVDXG50v66+fzzz9K/fx/69+uXZLiQnH1OTw3AGuJchrD4cKxJwBqLtQkkeNyEui0PN41kSpcoGlY0hFmwxoC+KkselqsJDmNMiopBxhiXMebKXNj3A8aYxcaYJ3K6r3ONMaYm8CvQ9wweY5Yx5lVjTNlky0cYY14+U8fNLGNMB2PM9Yn+bmyMscaYpsmaTgb2GmOiz2qAIiIikuv801gmeNi5fQcvvfAiA/r157PFn2I9Cf7ZUHxCQpyL87R6FviW39qyNbfd3pa4uDj/8iTHs079DeOKxyYU46VPSjJ2fllCiSchrjDxnjiMJxRrT+FyxSfZR2p8x/XX9rCWhARv/JyeNeaV2bN49pkZJCQkJBlyk+J58Vg2bdqEy+WiY6f7/DVIjDGMHjuGKVOfpnnz5hhjeOON1zl+/DgWy32dOuHxePjrr7+SJiaM4enp02jatKk/Tl8PjcTt4uOdc/UladSDI9Cc12shj4cTISfxuD1YjyHa9R89W0TwQpdQ6lQCSygeVzwe9ymM8WACW2JHJF25luAwxhQDdhpjxiVb9SzwnTHm8hzsuxnwAnAL0N8Yc1UWtz/PezGbnZ8m2Y07D/kNZzjScGNMqcQrsvA8zElr58aYEsC9QDNgf7LVtwMPZCZIY0ylHPw7Jf95PNnuxwH3ZXD8cKAd8KO19lBmYk5nX5caY/YYYz7KSo8QY0wnb/xLc3L8YGOMGWaMOWyMuecM7PucfE5FRMRhrWXAwH5Mmz6VTb9sJMFzisWLF9OvX1+WLVuW5AI8LCw0Uz0KPNa5WP/++++T9KiYP38+gwYMdAou2hCw4DEn8bhOciKhNI/Oq8eS9aGYkEIkWAvWjbVhWT4nj8eDy+Xihx9+4KuvvvIX7/QlLSZNmuQfPpLePtKS4LHcdHNThg4bjsvlYuTwEUmSEcZbt8Qv2TcdYwwu4+Kyyy5LksDo3r0n7dvdxdSpWSuGKmeGx+P82xx3WVw2hMKeOHrdEsr0LsW4tIILY8PAGlzE47JhTo0NwD+vrEgelJtDFgYB5YCjyZbPAR4CHgXaZnWn3t4f7wKxQH+cO+yfGGMaWWs3ZXF3PwKfZ7JtHZyEyhlnjKkEbM/l3X5vrb0SwFp7whjzFE6SqDcwLFnbDUAqFaMAJwk2OoNj3QWEAi9ba+MyG6A32bLfWpv8E/Yr4Ntky3yf/hntPwLol9kYkrkPKAGcb4xZkEabw9baFHO0GWOGA08AHay1bwJNgfOAlkBxUiZ+JKm7gSjgf8CbAY4lXd5k7WFrbbarohljOgCvA8OttU/lWnAiIpLC4yOH+4uN+hIB1mPAeFj4yUdcd911/rbu5PO1JuMvUopl8KABuDFY43bqSmBYuXI51uOhf7/+TJ44FYsHMEx9+lnee+89Vn33Dd/vOJ/V209w66VHKWD+JCE0FG8njizw0K/v6Y65Ho8Ht9tNk5tu8feiSI8rUUbC5XKBhX59+9LmtlY0vPY63N7nqXjx4iR4wO1yeoMY43b2nUYO6PQ0s9C6TRs+/PBDfvjhR38CpMx553HffffhwSaJQc6uU4AnIRRXgodT7niiXSe485bi1D2/JCHWgnG+2GOM92544veFSyU2JE/LlQSHMaYC0BPYCyRJyVprVxljvgFuM8Zcba1NfuGa3n5vw7nYCQVaWmsXG2N+Az4FVhpj7rHWLspCqN9Za4dk8tjdOEsJDuAIMCsH21+Ok5BZBPztXfZ7sjav4HwcvZrK9puttcl73gBO7Q7SSXAYY1w4//ancHrrZIoxpiiwEvjbGHOHtTYm0eolyeMxxswAbgWutdbuSme/JchGgsMYUwgYAewDDuEkOlKT4j3j7VE0ApjrTW4AzPXGu9Zaq+RGxiYCjwBPBziOdBljPgRa4fRYynaCw1r7hjGmFTDSGPNlVv5fFBGRLLBw9OhRrLWUKFGCR4cOA5whFIMG9sfj8TBk8GAmTpoE4B+mAaenkk2xS2sZPHiQ87vL4PHE43aF4rEejHFhXHDb7bcnuQi01tK2bVvatr2DAf37kYBh/s/RhHjKEuI5gSeDxEpybncod99zL7HHjoMxLFjwPtZabrkle19dPdaZ1WTBggVc07BR4rPFnbigaSZs2LCB1159Jck+DM5Qlb179zJu3DgwbqZMmZKtWCXnwrAYVwJRhU7QtXEUdc4Px+VxgbVYl0VlGiWY5TjB4e1+/wpQEOhlrT2WSrN+OHfk3zLG1LbW/pfBPt3AEJw74ieBO621iwGstV96Lwzew+nJ8QQwNis9B/Iaa+0BoEt2t/f2zqgDTLHWLk20vAPQIVnzO7wfUJOttSl6s3j31Ra41FqbccUrZwjKxcAr6SUekh0jBJjn3W4HkNHroQPQA1gLRBpjqqXSzGOt/TUzx0/DeKAs0MRa+4X3GA8Dg6y1J9OJzYWTnDqJc4EOgLV2B3BdGptJMtbaOTi9vfK6Irm4r0eA5sBsY0yNVHoyiYhIDh367xDWWlwuF48OHYrzse0kMqKjozl06BCn4k5/3QkLS3+4iPVY/jt0iIT4U1hrGTt2PMMeHQyA2+1mypSp4LF4SAAPeDwWl+v0NLUAU6ZO47//DvLkiCc4ZTyYMCAh7YRKWurXr4+3AAcLFryfpIdKVvkSO/Hx8XgSEhINRbH+Xhnpxecb7vLxxx/x1ZdfYIyhQYMG/O9///O2cGM9Hnbu3MmMGTPw2Hj69+vD5ClPe4+jLgFnUwKWdle7KV6oKG48eIwLj68WDC7/LDwiwSg3enD0Am7Aueueai8Ea+1qY8x4YCjOl/n21tpUKx8ZpyDmK0A9nLvpray13yfb3xLv0JWPgMeBe40xg62172cQ61UmZY2QtNTJZLu8rDJp90J5J43lZYCqmdm5N7k11PvnzCzE9SzOa2YbcFdarwXvMZoDs71/1gM2p9H0KM4QhyzznsdB4E1r7RfexS1xXtsNjDFtrLX/pLH5bUB1YLp6akhWWGv3G2Nm4bzObgMy+v9LRESyKCI8HJfLhccDHg/4ykZY8F/MJ571IyEhwX8hn9pFtzGGUaNGYVyWrg92c3psYLDmdI7aYjDG5R/FkbjYp2/fkYWLMnHqFAYP7UNCLLhD0q+Xkaa0R4tkiQfL7Xfcwby5cxk8eCCRUYWJO3mCkydPYoyhZcuW/mEwqYZhDHv37mXZV19ijGHM2PEUKFCA0/PKWHAZKl5QiUlTJvPaq6+wbt06Bg4cwIQJE5XgOMtCiKdYoRBnMhRrcNkEjA3B+vJj+ueQIJaj/kfGKcA5EecOfEaFJEcBa3Du+L9pkk1ZaowpY4yZBvyAcyH7GVA3eXLDx1q7BagPPAdcAMwzxmw0xvQ3xpROI4a6wOBM/mR7eIox5gZjzAFjzNxsbNvFGPN4Bj/JZ/5IlbX2cWut8f3gJLR+xBlO8k0am/n+XTLzeXk/cJn395j0GoKTSDDGzAS6AruBm621B9NpfzewwBvTJ0CBZOcTjtMTxINTWyS7auAkKaKMd6YVa+1Eb5z1gFVp9BoBpy6MBZL0szSnZ2n5LY1zu9UYs9QYc8gYc8wYs8oY0yaNtsYY86ExZr8xprF3WWYKsh5Ptp/WxpgPjDG7jTFxxpiDxphFJp2ivcaYesaY140xO40xJ73brDTGdDWpzJqUKN77jTHfGmOOGKd46FfGmEbe1681yWbWMcbM8S5/LK1YMpKV5zTRNo2NMW8aY3Z4z++IMWaFMaZFsnbLjDGW071yXk/0PDdO1K6KMeZpY8wmY8xxY8wJY8zPxpi+xnfbMKkpOK+f9OfzExGRbCkQHk6Cx7leGzJoEH/9uRNrPXww7z2OHj0KxlCseLS/fUiiRENqxUb37NkDQFiBAlSr5nw18Bg4fWUIzv/2xilV4E2UxMTEJOkB4cKpc3DqhCUB6PJg12xPl2pyIcNhLFx99TWEhYVhreXI4f/8M8R4EuCGG25INwlhrWXyxPGEGHjiydGEh4d7V/jiSxpkx/vuJyoqCk9CPH/99VfOT0CyxGUKEGrcuPG9Rt3+0hrKbUiwy3YPDmNMLZw7jm7g3oyGJ1hr44xzN34FcCcQYYzpYK09YoyZiDMEIRw4jHOx+jLpXGQbYxoBBa21jxhjXsW5ULgamIRzEdIqlc2esdb2yOT5PYjT0yA73cZvB4oBbY0xRTIakpNMF+CKDNpMAxZnI64+OEme6ekUSPR9sqc9txhgjIki4+KjiduHAq/hFCT9B2coyI502g8BxgLzgSeBhcCHxpj7rLX7jDEX4/T0uRy4z1r7RgYhrCf1Qq5NOD08KAy4whjT1lr7tbX2ZWPMPpwit+8ZY+okHkZgnHofVwLrrbU7Mzh+4nN7EvBdyG/DqV1Tw3uuqf27Fuf06/kOYBlO0d3PUmnr8p6TIdFFszGmLU5dEA+wyXvc6jjFUG80xjS01q5OFmc/nASmC/gLJylWArgGaAjcboxpnXh4mHG+/byF8+8MsBGnxkxd4Atv7LkuG88pxph6OAVtAbbiDKO7CLgWaGic2jDzvetXAyeABkBRnMK8e7zrEif3fgIK4dTCWY3zb1cT5/+nijjvQT9r7U5jzAac111Ja+2/WT13ERFJm7WWESNGMPqpJ0jwxDNlymT/coDQ0DCGPTbC3z71XPRpZcqWYdQTT1C4SBQZXQoaY+jU6X5efXUOTz31FL1796ZChQoY79SpA/r1989GUrly5ZydaC4Y9uijxMXFUbBgQUY9/iQn404wfPhjuEIMAwYMYOKktGtmGGOIT0jA5XJRqFAhAPr37wfJRl8aY8AaJk2dyqgnnqB/v35Mm/o0U57WrCoikjuyleAwziwCi4DCQH9r7ceJ1hmcGg4fJq+L4e2S3QSnuGQrYIMx5n6cHgUuYDrOxewh77KlwE1phDEV5+KhkreXxzXGmGtwunv3T9Z2H87Qi9Tqg6TKWvsi8GJm2yfzAk7PhuVZTG747LbWlk++0BhTHudCM8uMMVfgJAz24fSmSUsBIMFmfBthEs4sISe922TkY5xeMX/g9NxIXgQ1uXk43xzGWWutMaYhTkLtF2PM+0AnnIvS+tbajRkd3FrbItmin70x9ce5IG6JM8RlAfClMWYsTm2Xj4zTY2ZPKjUSbvDG+GVGx/cxxtyKcyF+AviftXaBd3koTsJoYCqx7zfGTMZJ4L3kXfYPTnIi+f6H4bxnFllrExd9tcAEnNor+7xtw3ESAE1xZjm6LdF+muHMWHQS6JI4gWSMqY3z3DXFGSLmG6YEzvvvLpxZY1paa1d5tykEPE/KmjA5lp3n1MuNUz/lKV+yzdsr5UWgM07h2PkA1tpB3vXLcBKoE9NIqn0LjLTWfpcovk44ybhHjDFPpTKU6UugNnA9Tm0hERHJJS6Xi2LFijHy8ccZMXx4otoShvLnn0/fvv1TtE/cJjljDEWii4B3dpS0+LatVbsOl9Wtx48/rGH6NOci3uPxOOsNGNxMnDgZ4wrsfXNjDMdjj+N2u3nqqacYNHAIGMukyZPp369fpoaQhIWFM3ToMKetxxmc4pQIsUlrg3i7CViPITo6muLFSp6p0xKRc1CWExzeBMV8IBKnqGXydO5dOHdwv8O5IEvCWvu3cbrEv4dzofA5zjCAl6y1273HKOhtnl5yIIxkPTystd/gHXqR6KIiefzpn2D6XrDWdsuokfeC+5qcHCg3GWeWm/dxZqPpaZPOWJJcBM6FYnr7awE8CKwCdpG56X9v8ba/zVq7N6PG1trfcBIyvgvxasCvOLVRHvQ22wbUM8bEAdsyU6TRewF7D06SpxLOLD09fUNlvHf1Z+Fc3HbwJgzmplEnpJ73MdVhVGnwTdE72XchDuAt6DrIe/zrk29krc1wCIMxpj5OwmE/zgV6Yh8kr1FjnemDJ+EkKpIPU/ElwUYmv5C31q43xvTFSUL1NMY84d2XG2e6aIDBvuSGd5tjxpgHcHq85PZtqmw9p8DqVOr7JBhjxuA8f7WNMRHW2tgsxHJL8uSgtXaOcYohn4/zmkneo8QXQz2U4BAROSOiooowZeq0JN8DUyuc6fEk+Ht3ZLXoZ2o8Hg8dOnRg3U8/+P/29eAwxjBp0iSsd5aRQPLF5fF42L9/PwmeUxhjnGE81gUm/SKjxhjGT5gAeBMaxsXkSVMwxrBixQrmfzifJk1uolmzZt4DGgyWEcMfx2pMhIjkouz04DiJk1h4wlo7MvEK7x3Tp7x/PpV8Qx/vEIMmOL0A9ltr1ydr4quhkd6FeFGgnDGmlO+OdDI/49yBTuwBnLu22e2Z8V3GTfIW49QjWQKUwxn+s9UYU9w6M7ekpggZ93QZ421zL2n8O3tfC/1xEhPg3L3vnbxXTxpCjDE34lwMN8IZDlEAZzhBR5ykWCugHU5vmVDguDFmK0l7EySOpzBOr48eQBUgDmeWns+BS5J9YI/F6SnzIPA2MM4409S+ba39O1G7Ut7HtAqQJo+hKKeHH6VVlPVTUr8Yz2jfhXCSNSE4PS6SJJESX3R7n4uLvD/1vYuLJVpfAudi25LGe8Va+74x5iDO+7Ae8DVwKc5MNEdxhiMl3ybOGLOETCY4vK/d1KY1BmdY0j85eU6TPScFOf2cVPEtxjm/TCc4fPs0To2hC4ALvT++F1ixVDbzvX50C0tE5AwxqRQNTfx3fHw8brebTz5ZCDh1J9KXuTJ2brebvXv3YhM84DIMH/E40UWiGTCgr5MwcLucng7ej6TsJFQylSDwWDycTlBY7+8ej8efuHC5XM50uiVLU65cOcBJDHmwhHifP19ba53iqb6io75kkW/q3eQM8MXSJXyxdEnS2K1lytSpnB4hLSKSM1lOcFhrVxpjLrHWpjZUohfOl/m51tpPM9hPPMnGoydSyfuY6rSf3ouH87x/NsHpMZJ8/2txphX1bXMhznS1r2Tmbnh+YIyphHMB77ugDMG52DtsjLnFWvtnKptVwJlRJD3zgb+ttb+l0X3zWuAZnAteAKy1D2ch9ASc5FdFnLoN3b3L/8Z5TezzDSHyXqxfjzNc5GKcGgiJY7kG6IkzBKUgTnHTHkBrnF4aI0jbJOA4zut0EjDRGPMt0ME7pMF3QZrZugm+C90jxgvcPQABAABJREFU6fRiye5MLNNxLsxfttZ+mHylMSYMJ+F0F86/S/J/uMTf1C7wrv/bplMEFqemSVGc5Bk4yQGA7d73d2qyUmMigrSL/UZ4H7P9nBpnoPWDOMVyLyf1b1dZKsTsTcwNwknKFUylSWr78z0nSnCIiASI2+3GWsuWLVuw1hIWlpnRtxnzJCQwbsxYXG4DxlC0aNHcmfYki44dP87wxx5j5KjHiYo6PemctdafqLjzzv9Rv359PB4Pe/bsIT7e+SifMmUKa9as8SdhPB4PBneSYSe+xEehQpEcPpx6B2xfgiQxl8tNGjXLRUSyJVs1OFJLbhhjygIjcXoJ9Em2rhxwPIOLpcSu9D7WMs5sC12TdfuuxumLkXakkuBIRSecC6EUd5bzsQ44yY1NOMNOKgPNgA+Ab02y2ViMMUWA8sBuY8xTOD01UutxMclaezT5Qm9tlie9x0jAqRdxI85FaFZYnITFf9Zaj/dC9B+cApcAJ7y9NTYDy6y1LwAfemMokcr+2uEUhZwJvGGtPWmMWYpzce7zEU4h0uGJlv1lrd1tnNl9ugLdcF5DvoKivk/2zH5V8ZYUT7eHTGgm9+VnjLkDZ0jFb6SSNPTWxVmMkwjahFOv4idgh7fJL8k28b23Mhry458Bz/voO78Ur41EMv1/jjeJlNF9qZw8p7OB+4A/cWp1rMV5TrbjFEbNEm89odk45z8bZ7jc7959zuX0DCzJ+Z7nHM1qJSIiOfPbb7/isfEYYxg4aFCOhqckJCRgjGHYsKEYlwXrZuKkSc5FfipfG2ZMf5odO3Yw6omnKFSoUNKaFZngcrlISEggwVvo099Tw/v1+aWXnseSwI8//Mh1ja/DGBc33NiEL79YyqNDBjF+wkQur1cPCxw8ePrr+n///UfhwoW54oorAMvIEc7XpIceeijF8QEeH/UEAL//9isXXXQRxuVi5YoVzJ8/nyY33kzz5s2xJLBhwwZq164NSm6ISC7L9iwqqXgap0hj98Td+I0xFXEuLr8C2mRyXzfhFBmNxCl8eALnrrvPtd7Hb4EWxpiyyYYOpKaW93FZFj+w3rLW3pOVDXJBYWPM46ktz+J+PsC5AHwCJ7FT2Vq7wRjTAOdufvKLuEY4F1lFcOoaPE0qCY7UkhteI3GSG58BA6y1Pxtj1qUXoDGmMvB7KnULDib63eNNkl0EVMWZ/aO292cP6bDWfmOcKV6347zejbemx05OJyrwnudBIEm83rbHcWaumQJEJYrV1zMgtaRKanztzzPGFLLWpnZRnqX6FN7n5UWcJMO9aeyzKU5y41ecqZcTz3pyeSrtfQnMMsaYwtbaw2kc/gLvo292mgPJlqcmt+tvZOs5NcZUx0luHATqJH69GWOKZzOWcd7HW621y5MdL719+npuZLf3joiI5NDJkyd59tlncbucCpglS5bMUQ0Ol3HhSUjgxAlnlOPd99yTbtJix44dWGsZPnw4U6dmfUaR+Ph4XC6Xf5hJ8rj37t2Ly+WiQf16TmxAs2bN+WLp5yQkJLB16xaqVq2ONVC8eFEqV66My+WicOHC/n39+utWjh07hnGFcPHFF6cZy4IFC1ixYgUAU6dOxeLCYrHOBCr07dsPrFOA9f7OnTUtqYjkqlxJcBhj2uHcJf8MeC7xOutMg/gJcLcxpre1dloG+6oINMaZFvRunBlXuhtj/rLWjvc2uwfnYqArzh3pfiSaEjMN7wNbsnBaZXDqPezOwja5JQonWZAj1tpf8E6dmayoVgzewozGmAhO34G/1/v7p3in+bTWxvvaGGMutenPWPIgUMtauySdNsm9A5Q2xtRMvsI7FOkDnH+D37w/24DF1tp0C6EmZq3dZoyZyemhLmnxvY7Tcr+1dk6iv31DC0ql0jY123AuqIviXFwnnuXE929xZyb35euZ8RpOXYdRiYt6JlPD+/hjKjVQbk7e2NtrZTNOIqkzTqIr+bHbeI/7N6eTQmtxeiOcZ4xpYq1dmmybkqQ95CS7svuc+p6Tran0LEvxnCTiG3oTkXihN4Hhex18n2xdBZzEXFqyOtRJRERyyLlVYfF4PKxYvoJPPvkQl7e2xOQpk3NcXBTjof/AfriMoVDBKOrVr+c9rk32eHo2Fmstrkx0aEhec8MYQ4ECBYiPj+fRIYMYO84p9unrzfHDDz8Qf/IEHgwFIyOxWFzGgHExdsx4hg4dyosvvECXrg9So8YlWAwPPvSwPyZjDMuXf8WHCxaAdTF06BCMO/VkjbWWcmXP88flq80Bbv85u1whWJtAkSJFwDr9WXL8fIuIeOU4wWGMOR8nqfEv0Cn5nXiv7jjdsycYY7621v6Qzi6H4x1KYp2ZGdrgXDiNMcZswUlsXAO8aK39xRizEmcmh5estVvT2qm19vUsnlcznATHrqxs5932Upyiml9aa4dn1D4VqU4Teyb4EgXGmCo4PWzew5lKNrU2a4wxT1trh6Sxr71AhjOkJFMKp6jsEZIOGQFn1omCwK04dR58n34eY8zvOMkt388ia+2hdI7zDk7h2TCcXibJ61SMxUmgzEq0rCQQjXMRDSmLzPrqfVyOk0BLl7cnyss405Y+aYz50SadRvVFTteWScIYMx6nrsND1tqfvYsH4gzl+Z50ivpyupfLDcaY831DzLxDlB5NY5sncAqsjjHG7LXWvpMolks5nfR43HpnmLHOdLYLgNuBZ40xzax3OmBjTDHgdZIlBnIqB8+p7zmpbYypbb2Fjr29myamc0jf/wfX452y1zuE6hBOMdIInP83XvSuK4MzhC69r6y+2XjWpdNGRERykcFy9MgRho94DMDf82HCxEnkxojBRwc/6v/S8sRTT6Y8vveC/p+9eyh9Xhl/DGPGjEvRNjPGjZ9I37594dQp+vXtTbVq1ShatCjfffcdxhgSPJaxY8ek2K5AeAGGDx/OqCdG8vJLL+Jyubj+hhsoXrw45cuX58cffmDlypUkJDj3wu7t2JESpdIuGWWMoV79+tSr563/bcFYnCKrHgsey8TxE3CHGH8h15z0lBERSS5HCQ5v9/0PgOJAq7SK/FlrD3nHp38GvOu9oEjRldxbnLITzhf9973b7jbG3I4zQ8RhnMTBCbxTiOIMtVgFvGOMudpmbUrH9FTyPu7IxrYP4UyRe7UxZpK1Nr3pbpMbSerFCc8Yb0+AmTi9N4bjFOVM3iYMZyaTqOTrcnDcCJyaH795L1STrLfOtMFNvG0L4RQRrYoz3OgynFotbXBm9kk1MZBoX18DXxtj+uAM2XjGWvtJolgewxkq83yiZe/gDJGqa63dlMpuv/A+3pi5Mwac6VebeOP/1hizHufi+DKc1/VonOSCn7euiG/61YdwEnp1ceqdgHNR/UlqXw6stU2BT3Bex5WALcaYH3ESS1W88TyeynbvGGNq4SRA3vYmWH7DGY7jK1I61Vr7UrJNe+FcsFcBNhtjfsB5XdXFGfryLNA33Wco67L8nAKrvT8NgDXGmLU4Q8Cqe/c3itS9j9NT5H/eRM8poK+1drkx5nmcc3vBGNMTZ2jTpThD6b7h9NC65Hyvny+zcM4iIpID1sLTTz/tn10lNDSUsePG4+Sss7ovC9gkvTNOnowDA61at07S1vdZ7XaHEB9/igneqVV9vR3Cw8NTFOL07TOt4Sc+U6dOpV/fPlhr2bp1q7+tMYZJk6cSEhKScltjiC5WlKlPT+OZmTP47bffWPr55/7tfMc1uJkwcSIhoWlfOlhrnSSLTcAky+sbY/jiiy/44gvvVyfj8U4/a5j6dNaH5IiIpCXbCQ5v7YRXcS5mvgWsd6hKwVR+CuHU0ziEU0dhEvBwsv1diHOX3QX0s06fPQCstd8ZY2p719cERnsLEGKtXeO9sHgE+NAYc3s6NSKyoq73cXM2tl2AM7xmWRaTG1hrP8vG8XJaoWksTrf8R6y1v6fxwemrM5FuzYtUHAFn6JG1dmeydU1wLpR/TrFVMt6E2E/en8S9Cc4Dzs+g90Ziz+IMbXrJGFMjrcK3xpjWOEMbXkgjuYG19m/vxfTlxpgy1toMnxtr7TFjzHU4Q4TaA5fg9Er6ACe5dFMqmx0APsbpuTTfu2w0Tm8UcBI+tVLZznfMw8aYG3CKxjbC6XHyM07yZj2pJDi82w01xnyJk/C6yrvtQZyEyczUhiJ5E5INcBJ1rbzH2ovTM2YE0DutOLMrO8+pd+jVrZwuinsZTgLnQWvtLGNMqgkOa+3HxpjeOM9JFZweHb6hJYNxiuF2wqn78S/O7DaP4xR5TcH7+q0LbLDWBmI4nIjIuckYHhsxgs8++4y6l11G8RLFsRay2pEgLCwUYwzVqlZLtGuDyxiM28111zVOdb/jxk9gQL/+YCwuCwnWw5QpT6ea3ABn5pLevXvz5JNPpp7gsAlg3EyZ+rR/kW92FOOdDjY9CR54pHtPrLX8+ecO/t79tzPcpFw5Kl1wAZ4Ei3Fl/OTceOONrFj+lZO8SIfFSYLUrVsX68ncvkVEMsOk9R9phhsa8zHO0IHMSMCZWeAITgHLKKCp72Leezf6Q5y7+cOstUn60BmnkOI8nDv2nwJtrLWnEq0PxbnouhmnkGI3a+1X2ToxZ3/VcLr9/2etrZDd/ZwNxplb60uci88G1to1abR7B+c5j060LASncGZPYKy1dqh3+VhgCFDReqeS9V4gfwHcZ619Ldl+7wQu8CWdkh13As7wgZ3AMk7XMCgEtMB5LXSw1r5pnGlttyffRzaNstY+boy5ktOz8vg0wOnN8F6iZY8Df3B6lp2BOEmdkTi9ABJ7x9dbyRhzr3eb8WkN3ZHTjFM8dyQwy1rbJcDhBJwxZhxOYiTJ+0pEJB8IwGSogZGdIRa+2hS+7TREQyTf0Js5wHIyRGUUTjf3dThFIA8AMTi9NA56Hw/jJAn8w1GMMS1wkhEve+s+GJy70uWB6akkN5ri3LEvAnwOtE2c3ACw1p4yzlSZb+LcNZ5qjGmQSkHFxPtt4G1/wBtvLM6FbDGceiHhpDLlZqAZp1jmLTjP7Qmc560CzvOd6d4mxphrgGdwptx9OPHQDJy7+gCzjTFf4PQU6IRTQPKbLIb8FE7B1mY4Xft9LM7rZry19s1k23yF0ysoOyJwis76NCXtgq1XJfv7Mu9PYmNJaRWna428jZMc6WaMGZeFniRyjjPOtMzdcJJ6mZnqWkRE8qDsJCeU2BAROTOyneCw1q4FrsjGdguNMU8DHycqXtkCp/fB7FQ2+QZnWMJ8YEYaRUx9U5e2NsY8BHyeXnLDawtO4coLSVpN6hROUcmJNumMGXnFXySd9jIB51z6ZXZojrceymycmWraW2t/TdbkPZwkz52crg/wN84UwL9nJVjrTDF6b1a2AZZYa7NVZctbr8Kf4LDWPk4aQzByg3eowwM4vVum4xSYFMmMGTg9mG6z1sZn1FhERPIXJTdERHJftoeo5CfeIpshOImOU4nrf+RF3nh9PzY78RpjLvAW8ZRcYIwZiZNIaW+tnRvgcPIsDVFxeOsVvYczC01aBU1FRIKZvmCKyLlImcsAy/E0sfmBt1fIqQwb5hHWV647Z/tQciMXeS9SdaEqmeJNgukDUEREREQkF6kHh4iIiIjkNn3BFJFzkW5gBZh6cIiIiIhIbtOXfBEROevSn6RaRERERERERCQIKMEhIiIiIiIiIkFPCQ4RERERERERCXpKcIiIiIiIiIhI0FOCQ0RERERERESCnhIcIiIiIiIiIhL0lOAQERERERERkaCnBIeIiIiIiIiIBD0lOEREREREREQk6CnBISIiIiIiIiJBTwkOEREREREREQl6SnCIiIiIiIiISNBTgkNEREREREREgp4SHCIiIiIiIiIS9JTgEBEREREREZGgpwSHiIiIiIiIiAQ9JThEREREREREJOgpwSEiIiIiIiIiQU8JDhEREREREREJekpwiIiIiIiIiEjQU4JDRERERERERIKeEhwiIiIiIiIiEvSU4BDJJ4wxLmOMO9BxiIiIiIiIBIISHCJniTGmmDGmrTGmRrLl5xljOhljLs3BvusAm4HBOQxTREREREQkKCnBIXL2XAzMBdonW14NeAVokYN9/wYUAoYbYyrnYD8iIiIiIiJBKSTQAYhIxowxRYGMhp+MBWYAdxljns+gbby19lBuxCZyLjDGuKy1nlSWFwE6AW9ba/ed9cBEgoQxph5Qz1qb0eeTiGSSMeY8YBYw3Fr7o3fZXWTtGu+ktXZusv22BzoD3a21v3uXlQb6Auuste+kEc9g4HxrbY8sn4xILlGCQyQ4/ARUzGTbJ70/6VkP1MlJQCLByBjzFc6XuaZZ2CYK+NAYsxnoa62NS7T6TuBp4A5jzPXW2oRcDVgkHzDGuIBXgWrGmK+stVuzuH1B4EtgvbX2oUTLzwNKAL9Za08kWj4JaAu0tNZuzI1zEMmjWgK3AE2MMfdba98CZgLFs7CPPTg9jBMr791vgUTLQnCGQn8EvAP+xGW8tXadt82NQG1ACQ4JGCU4RPIwY8wdwBJgGBCVi7ven4v7Egkm9YDYLG5TCGdI5yNAXWPMHdbav73rfBdbs4CrjDGpbR8CRAAbrbW7sh6ySHCz1nqMMSNxLqKGAR2zuAsPcAXwb7Ll/YCBQC0gcSKjEM5NgRS9rkTyE2vtS8aYX4GPgTeMMb8AccCb1toOGW1vjFkGVEhlle9z8mSiZf95H48kWvYWznfKq71/x3l/RAJGCQ6RPMgYUx54DrgVeMVa2znAIYnkFye8P5lmrd1rjLkRGAcMAOYBVxtj2gB1vc3mZGJX/8N710vkHPQBMBmn5lQSxphQnDvFBay1B1LZ1neRdSTZ8uPex+RJy1PeR11oSb5nrV1ujGkONLTWrjPGhPvWGWNqAnHW2l+9f4cBQ4GnEw1VDk++T06/h/y9Eq21R40xCSRNeiT/TI1LtK1IQCjBIZLLvLOhPJDKqvMysW0hnDtSg4BI4AtgSqL1RYCHsxubtXZcdrcVyScSyMZdXe/Qk4HGmC3AEmNMAZyEx39AQ+BQGpsanM/agsDfabQRyReMMX1J9JmVhv5p9HQC58IpxcWWtdZ6L6ySJyzikz36+N7jNoNYRPIFa+3XwNfeP3sBO701Mz4EihhjLrfW7gTuAUYCrY0xN3P6+2ZmxZH0MzT53x7Uc0oCTAkOkdx3EdA7G9s19W53HrABGGqtXZisTVGcYqLZpQSHSA5Ya2cBGGPGAVWBh621Pwc2KpE8ZzSwJQvtQ3B6cCSZ3c8Y0wCn10aWanaInAuMMY2BicCD1tqffMuttW8YY8oAn+PU4mjpTW5grX3FGFMSGA+sAG5MNOQS71CyCoBvRr5xxphTwJfW2ldwbhIocSh5mhIcIrnMWrsA565tEsaYK4Hv0tn0Opwvcf2Ad6y16X2AjLfWDslsTMaYN3Cy9iKSCuPcUi6Ac/f4lLX2WKJ1jwLLrbXfev9ui3PX6wfgOWPMcxns3gLhyYqTiuRHvs++JdbaFbmwv89x3j/F/AcwZiZwjbX2skTtLjfGrMSZ8eGjXDiuSDC4Aqdg/GpjTC9r7XPgL/w5F+em2E3W2jXeYZZR1toF1toJ3h7DI4D5xpgrE33nLAGUAaK9f5fEeQ8W8f5tUIJD8jglOETyjheAR1KbilJEclVFY0x6X9BGAY+Df8jZ40CYMeZdnAryX+PU4XgGWIYzO8RS77YFSDo+uTtQSckNOcfk+ALIewFWGPjCW6TUt+oUUMs7u5HPbzgXZS1wZngQyfesteONMUtwCozONMZ8DfwC9CFRcsPbfCxwMd7EhbV2pHd2ohmJb6hZa3sCGGO64dSCe8BauyPRYd0kqsshkhcpwSGSd+xQckPkrPgPZxq95Hyznaz1LbDWbjTGVMXpznsnUMxaezPQ3rscnAuwN4wxrXCKiF7tmzLPGHM/8NcZOxORvMWXhciNC6By3sdNyZavwxnKUjfRsv9w3rfNcuG4IkHDWvuTMeZa4NpEUyJ3MMaUttb+k6jpSZIV2LbWDszKsRL1dDyZUVuRQFKCQyQ4DTbGDA50ECJB6pC19rHMNvbevbrTGPMm8H2iVcW9j75ZH5bjXNjdi3MRBs5d5W05CVYkCOVGgqOS9zF5/Y113sd6yZZ/BQwxxlTPhWOLBA1r7XZgu+9vY8xQIMEYE8/p92JpoIAxpo/3b5f3x1f/Zqq19nAGhyqEk8Q8nkE7kYBSgkMkOC0HFidbVg7oASzB+aKX2J044zRFJJt8Y/uNMVWAUkAD76pS3jHPAPcDOxL9XQbY6r3DdtJau/psxixylvl6cOTGkCxfD43NiZZZnC74cTgJjsS9O3zJx8a5cGyRoGKMcSXqBTwU573iKwganajpVOCg93cXzpCTAsDLQEYJjqLex4zaiQSUEhwieZgxpjJwJFE3w5M4hQ3nWWtnJmtbDyfBsTL5dLDGmBPAzrMQski+ZYwJt9aewJkGOnEPqlcy2LSN9+cbnCllRfIr3/fKE+m2yhzfe2Wjt1aAGzhsrT1ljNmMM9NDagmOa4D9uXB8kWDyP+8wyQestf5pX40xj+AMyfwH5z0UBjxqrX0hG8eo6H08kG4rkQBzZdxERHLK++Xshmxs+j9glzGmGYC1do+1tp61dqYxplQmj4u19mlrbZtsHF9EAGNMKLDBGNMCeBa4HJiGcye5uvenJtAy0d/XeDd/Eedu9ENnOWyRs81X+PNoLuzLA3xrrd2P0xMKTl9YXWetvSZxY2vtHpxeVffnwrFFgk1P4FacwrwAeKeDfRJ4CycZeByYBTxhjCmRyf3eboyZ4y24fZF32Z+5FrXIGaAEh8gZZIypZ4x5HtgDjM7GLkrh3BE7kmifxhgzBNhpjGmZzrFdwMfGmIXGmPLZOLaInHY5UAWoZa3901r7I86UsrustVustVuA3sCHOL2utgCHvNtuttb+ZK1NXixRJL8p6X3McQ8Ka22rREmMWt7H7d51/6WxzRpr7amcHlskmHingL0CmGmt/du7zA28jdNr49FEzafifHZ9YIwJS7afcsaYbsaYVwFfnapxOJ99B4H63mVbEm+Wy6cjkmNKcIjkMmNMRWPMUGPML8AanLu2G4EJ2dhdBe/j7959lwA+wZnu6y/Sn52hALADaA5sMsY8ZBLNsyciWdICZyzza4mWXQDsSvT3mzifq7d7/y7tfdx3xqMTyRsuAPZYa2Nzeb+3eB+/zeX9iuQHj+P0JpyWaNk04EacISv+74rW2l04vT2uBT4yxhRLtM35OFPDtsUZUnkHUNxae413u+uAP621iXtwhOAkUUTyDCU4RHLfwzi9NcoAM4BLrLUNgflptPd15a2YeKExJgKnu22MtXaPMeZOnOJqzXGy8pf7pqJMjbU21lr7AE6XxWPA88CXxpiL0tpGRNLUBlhjrd2daNkFwB5jTEFjTCSwHucL4LvGmPOAi73tjDHmYmOM6l5JvuXtNViXpEVBc2O/hYB2wN/W2t9zc98iwc4YcxtOvZp3rbV/G2NcxpjngO7ABGvt+8m3sda+BjyBkzj8wRhzjzEm1Fq7Cue9Vtpae6e19gNr7RHvcergDMNcmGx3YSSt6ahrSwk4fdkSyX3P4XTfezeTd7F8Xdkf9A4l8RWCuhI4D3jZGPMyTmHD/4BO1tpXU9lPOe9jkum7rLULjTE1gdlAa2C9MaZqsgs1EUmDMaY+zhe7kYmWGZweVlVwZilKzxvexzLA3jMRo0ge0BQohjPLV27q5d3v5FTW+e4cq3einHO8vS+me/98xluY/jXgKuB1YEha21prRxpj/gEmAc/gDIX+yFo7L41NnvA+vphseRjOkBcf38wsIgGjBIdILrPW7gTmZKH9UWNMO2AicBPO0BKAGJwu7/1xsuzn43Q19HeJ946TjMMpxnard/H6VI4RA7QxxvQEzlNyQ/IrY8xgnCmRTwLxqTQpDBTyJg3T4sb5wvactXYF0Me7/NNEbcJw7pDF4swYEQecwpmWz+N97IkzXOVmnPf1QUTyIW/CzzdmP63eitnZb0WcKS9PcfpCLjHf99jQ3DqmSBC5F2co5Hpr7ffGmMLAWuBvoLO11iZqG0LSRATW2meNMZ8BFay1X6V1EO9MLC2Bz5L3HLbWJu8VHIKuLyXA9AIUyQOstUuBy9JpMtf7k1xl4Grv7/8BT1trv0jnODOyHaRIcGiAcyc5DifJkJyvh1ObdPbhBiKAT7xDutoD/+JM0QyAtfYkTjX6FIwxD+O8N28CfvG+v0Xyswdw7hp/ba3dmBs79F6svQdEAlOSjfv3iUj26ONLeIQhkk9Za6cZY+bjnd3EWnsY6GWMcVlrPcmaFwRKJF/nHfaV5tAv79CzBjjJ/J6ZCKsAp2/UiQSESZrcE5Fg4v3gcQFYa1O7Wy0iOWSMKQs08Y5bzkz7h3Bq3vwIDEjvzphIfuCdjWEUsCS3Xu/GmCicQonXAXV8tQCStXEBruSff8aYV4BOOLWqfsyNeETOZcaYCmkkGUXyHCU4REREcpH3wqxI4uFkIpI9xpiyvqkvRUREMqIEh4iIiIiIiIgEPU3lIyIiIiIiIiJBTwkOEREREREREQl6SnCIiIiIiIiISNDTNLF5lDFGxVFERERERETkrLPWmkDHkB3qwSEiIiIiIiIiQU+zqORtefof599//6VUqVIAjH1nLZHRxQMckUjWHT10gEfvqgfAvn37KFmyZIAjypjee5IfBNt7T+87yQ+C7X0Heu9J/hCE772g7L0BGqIiuSQyujiFi+b5N6pIvqP3nsjZp/edSGDovSciGdEQFREREREREREJekpwiIiIiIiIiEjQU4JDRERERERERIKeEhwiIiIiIiIiEvSU4BARERERERGRoKcEh4iIiIiIiIgEPSU4RERERERERCToKcEhIiIiIiIiIkFPCQ4RERERERERCXpKcIiIiIiIiIhI0FOCQ0RERERERESCnhIcIiIiIiIiIhL0lOAQERERERERkaCnBIeIiIiIiIiIBD0lOEREREREREQk6CnBISIiIiIiIiJBTwkOEREREREREQl6IYEOQCS/sday+49f2Pvnb5yMPR7ocFIoEFGQMhUvptyF1QMdioiIiIiISK5RgkMkl1hr+eztmSxbMJs9O7cFOpwMlb2gKte36cxNdz6CMSbQ4YiIiIiIiOSIEhwiucBayzvTh7L4rRmULl2aRx55hKuvvpqoqKg8lTyw1nL48GG++eYb3n//fd6cOpj/Yv6l7cMj81ScIiIiIiIiWaUEh0gu+GHZRyx+awYNGzZk0aJFREZGBjqkdHXo0IFx48bRtGlTPnl1ElVqXUmdhk0DHZaIiIiIiEi2qcioSC5Y9fk8jDG88847eT654VOkSBHeeustAL7/fF6AoxEREREREckZJThEcsiTkMCGbz7j6quvply5coEOJ0suuOAC6tWrx08rP8VaG+hwREREREREsk0JDpEcij12mJMnjlO9enDOSlKjRg1ijx0m7kTem/FFREREREQks5TgEMmhU6fiAIiIiAhwJNnji/tU3MkARyIiIiIiIpJ9SnCInGUTJ06kR48eaa6fO3cut956a6rr/vjjD1q2bEl0dDTVqlXjpZdeSvdY/fv3xxjDvHmqsSEiIiIiIvmbEhwiZ0FCQgJbtmxh+vTpjBgxItU227ZtY86cOXTr1i3V9UeOHOG6667j119/ZdSoUTRs2JAHH3wwzSTHpk2bmD59eq6dg4iIiIiISF6maWJFzoLt27enW6MjPj6eiy++ON19vPbaa+zatYuNGzdSs2ZNAP766y/GjBlD165dU7Tv3r074eHhHD16NGfBi4iIiIiIBAH14BA5C8qWLcuiRYtYtGhRquvdbrd/falSpVJts3nzZkJCQrjkkkv8yy677DJ27txJbGxskrZvvvkmK1asYPjw4bl3EiIiIiIiInmYenCInAUFCxakadOmaa43xvjXp1WstGjRosTHx3Pw4EGKFSsGwL59+4iIiCA8PNzf7siRIwwcOJAuXbrQoEGDXDwLERERERGRvEs9OESCxH333UfhwoXp2bMnv/76K/Pnz+fdd9+lR48eGGP87UaOHMnJkycZO3ZsAKMVERERERE5u9SDQyRIVK5cmbfffpvWrVvz1ltvAdC0aVNGjx7tb/Pzzz8zY8YMZs6cSfHixQMVqoiIiIiIyFmnHhwiQWLZsmW0bduWu+66i7lz5zJz5kw2bNhAu3btsNYCTmHRypUr07JlS/bu3UtMTAwAhw4dYu/evYEMX0RERERE5IxSDw6RINGrVy/q1KnD66+/7l9WpUoVbrnlFj788EPatGnDihUrAChXrlySbX2zrPgSISIiIiIiIvmNEhwiQeL333/nzjvvTLKsatWqAGzZsgUgxSwtGzZsYPDgwQwbNoyGDRuenUBFREREREQCQAkOkSBRuXJlvvvuO+Lj4wkJcd66y5cvB6BixYoAKWZq8c2uUqdOnXRncREREREREQl2SnCIBIk+ffrQuXNnmjRpQtu2bdm9ezczZsygYsWKtG7dOtDhiYiIiIiIBJQSHCJB4v7778ftdvP0008zZMgQoqOjuf322xk7diwFCxYMdHgiIiIiIiIBpQSHyFmWUaHPHTt2pLmuY8eOdOzYMdPHaty4sQqLioiIiIjIOUHTxIrkkmBNJARr3CIiIiIiIokpwSGSQ6FhBQCIjY0NcCTZc/z4cQDCCkQEOBIREREREZHsU4JDJIciChUmolAUGzduDHQo2bJx40YiixQjtEB4oEMRERERERHJNiU4RHLI5XJRp2EzVq9enW79jLxo69atrF+/nrqNbsUYE+hwREREREREsk0JDpFccOXN7QG4/fbbiYmJCXA0mfPvv//Srl07AK68uV2AoxEREREREckZzaIikgvqNGzKbV2HMf+l0VSsWJGWLVtyzTXXEBUVlad6RlhrOXz4MF9//TWffPIJx44do333J7ikwfWBDk1ERERERCRHlOAQySVtujxKsVLlWPbhHN5++23efvvtQIeUrsq1ruT62zrTsPndgQ5FREREREQkx5TgEMlFjVp1pFGrjhz4Zxf7/vqdE7HHAh1SCuERhShdoQrFSpUNdCgiIiIiIiK5RgkOkTOgeOnyFC9dPtBhiIiIiIiInDNUZFREREREREREgp4SHCIiIiIiIiIS9JTgEBEREREREZGgpwSHiIiIiIiIiAQ9JThEREREREREJOgpwSEiIiIiIiIiQU8JDhEREREREREJekpwiIiIiIiIiEjQU4JDRERERERERIKeEhwiIiIiIiIiEvRCAh2AiIhIbog9doTfNn7P0f9iSEiID3Q4SbjdIURFl6BKrSsoEFEo0OGIiIiI5EtKcIiISFD7e/sW5j73OBu/+5xTcScDHU66CoQXpNbVN9O+x5OUKndBoMMRERERyVeU4BARkaD19/YtjOvenMMx/9K4cWNat27N+eefT2hoaKBDSyIuLo6dO3cyf/58vv5yAX9sWsuQ5xYpySEiIiKSi5TgEBGRoGStZeajHTj2Xwzvv/8+t912W6BDylC/fv144403uO+++3h+eGdGzP4q0CGJiIiI5BsqMioiIkFp1++b2L19C127dg2K5IZPhw4duPvuu/l90xr+/XtHoMMRERERyTfUg0NERILSTys/BaBdu3YBjiTr2rVrxxtvvMFPKz/l5jsfCXQ4IiIShBLi4zl+9BCehIRAh5KEOySUgpFFcLndgQ5FzkFKcIiISFA6tH8vANWrVw9wJFlXo0YN4PQ5iIiIZMaJ40f55tO3WP3FfH5d9w0ejyfQIaXKHRJCjfrX0+CG27i62V2EhIYFOiQ5RyjBIdmW+D/UvX/+xpFDBwIYjUj2HDt80P97Xv2SIKmLPxUHQERERIAjyTpfzHl91heR9CTEx7P5hxWs+XI+//z1OydPHA90SCmEF4ykbKWq1L+hDRfXvlp3lCWoxR47wuQ+t7Ntw3eEh4fTtGlTypcvnycLa2/fvp1ly75i43ef88OKT+g59g0lOeSsUIJDsi0mJsb/++gHbwpgJCK5IyYmhtKlSwc6DMllX375JQMGDGDTpk2ULFmSbt26MWzYMIwxzJ07l/bt26fYplChQhw9etT/t7WWiRMnMnPmTA4fPsyNN97Ic889R6lSpQB4/PHHGTVqVKrH/+qrr2jcuPEZOTeRQPn3751M6HEr+3ZvByA6OprIyEiMMQGO7DRrLfv/Oswva5axdO4LlL+oBoNmfEyR4vp/XoLTs8PuY9uG7+jduzdPPvkkUVFRgQ4pXTExMfTu3Zs33niDV8f34YHHng10SHIOUIJDRETyra1bt9K8eXMqV67M+PHjWbRoEcOHD6dMmTI88MADHDp0CICXX34Zd6I7u8nvho0dO5YnnniCvn37Eh0dzejRo2nfvj3Lli0DoE2bNlSqVCnJNsuWLePVV18Nyh4mIumJ2fc34x5pxoG9f/Hoo4/SsWNHqlWrFuiwUmWtZePGjcyePZtp06Yxrntzhr3wOZFFigU6NJEsOfDPLjZ8t4RWrVoxderUPJVMTEuxYsWYM2cO27ZtY9WS97in3wTCC0YGOizJ55TgkGwrVuz0l4NfnutJicIFAxiNSPbsP3ycGg/PAJK+piV/eP755/F4PHz++eeUKVOGbt26UaZMGWbOnOlPcERGRvLAAw+kuY+DBw8yZswYJkyYQK9evQDnounRRx/lt99+o3LlytSpU4c6deok2W7p0qUULlyYunXrnslTFDnrln80h/17/uS5556jW7dugQ4nXcYYatWqxdNPP03JkiV57LHHWLVkLk3aPRTo0ESy5IevPgSgU6dOQZHc8HG73dx77718//33rP9mMVfc1DbQIUk+pwSHZJvLdXqW4RKFC1KySKEARiOSc4lf05I/rF27lho1alCmTBkAwsPDqVq1Kj///DMAhw4domTJkunu45NPPuH48eN07NjRv6xfv3506dKF6OjoVLfxeDwsXryYm266Kc+NjRbJqTVfzKdEiRJ06dIl0KFkSe/evXnqqadY/cUHSnBI0Nnz5zYArr766gBHknXXXHMN4NTsEznT9G1eRETyrY4dO9K/f/8ky/755x9/YuLQoUNERUXRs2dPoqOjKVy4MF26dCE2NtbffvXq1ZQtW5Z169ZRtWpVChYsyN13301ISAghIanfJ1i1ahUHDhygefPmZ+zcRAIh9tgRdv+xmZtvvjnN139eFRkZyXXXXcdvG7/HWhvocESy5MTxYwB5vu5Ganwxn4g9FuBI5FygBIeIiORbXbt25d577/X/vXTpUnbs2MGtt94KOAmODRs28OOPPzJ69GiaNWvGrFmzGDp0qH+bnTt34vF46NixI3fddRcPP/ww77//Pt27d0/zuAsXLsQYQ7Nmzc7cyYkEwPGj/wH4C+wGm1KlSpEQH0/cydiMG4vkQRkNT/nyyy+pW7cuBQoUoHz58jz11FP+hF7jxo0xxqT6k5Y77rgDYwxr1671L/v333/T3E/idpmNWSQ3BVfqXUREJJt27dpF586dKVu2LI8//jgAVapU4Z577mH27NmEhYXRvXt3tm7dyvPPP8+YMWOIiIjg2LFj7Nmzh9dee82fLNm9ezfvvvsuEyZMoFy5cimOtXDhQurWresfGiOSX1jvdNruIJ1u1Re31bTgkg9lVFh7yJAhdOrUKck2zz//POvXr091f0uWLOGDDz5IsdxXoHvAgAFccsklSdZdcMEFuXIuItmlHhwiIpLv7d69mxtuuIFjx47xySefcN555wHO9K5vvPEGYWFh/rbXXnstJ06cYMeOHcDpGVVuv/12f5vGjRuTkJDA5s2bUxxr165drF+/XsNT5JyWG3eR//jjD1q2bEl0dDTVqlXjpZdeSnGclStXUq9ePcLDw7nooot4+eWXz8r5ieRFiQtr9+nThw8//JDo6GhmzpwJQNOmTenUqVOSn927d6c6lXlcXBw9e/YkMjLlrCe+BMddd92VYn/Fixc/k6cokiElOEREJF/7+++/adSoEYcOHeLLL7/ksssuS7e978vcwYMHAWd2HWMMBQoU8LcpWrQoAAcOHEix/aeffgpAixYtciV+kWDju4scFxfH+PHjueSSSxg+fDizZ88GYMiQIbzyyitJfq644grCw8P9+zhy5AjXXXcdv/76K6NGjaJhw4Y8+OCDSZIc+/fvp3nz5uzbt4+xY8dSs2ZNunbtyrvvvnvWz1kkL0irsPa2bdtSbb9+/Xp27dqV6ufVxIkT2bVrFwMHDkyxzpfgyKhIt0ggaIiKiIjkW3FxcbRs2ZIjR46wfPlyqlev7l939OhRrrzySh5++OEk9TT27NkDQNmyZQGoWrUq1lp27dpFpUqVAPjvP6cOga8nSGILFy6kZMmS1K9f/0ydlkieltH0zE2bNk2xzfDhw5PcRX7ttdfYtWsXGzdupGbNmgD89ddfjBkzhq5duwLw4osvcvToUT7++GMaN25Mnz59qFevHiNHjuTOO+88K+cqkpd07NgxSaIQkhbWTm7hwoUAKXoc/vnnn4wZM4Zhw4b5PwsT8yU45s2bx+TJkzlw4AANGzbkpZde0hAVCTj14BARkXxr/PjxrFu3jvnz5ydJboDTU2P//v3MnTvXvyw2NpZFixZx0UUX+ZMZt9xyCwBvv/22v93y5csJCwtLMfb45MmTfPHFFzRt2lTTDss5KzfuIm/evJmQkJAk77HLLruMnTt3+mc52rBhAwANGjQAnEKGrVq1YuvWrfz5559n5NxE8rKMCmsnt3DhQqpVq8aFF16YZHmfPn0oV65cilnIfHwJjmnTptG3b1/69u3LsmXLuOOOOzRDkQScenCIiEi+FBsby9SpU6lduzbbtm1LcXHVtm1bhg0bRq9evWjfvj0NGzbknXfeYd++ff7xygBXXnklt9xyCyNHjuTo0aMcO3aMt99+m06dOlGiRIkk+1y2bBnHjh3T8BQ5p+XGXeSiRYsSHx/PwYMHKVasGAD79u0jIiLCv+/Dhw8DJJmu1vee3Lp1KxUqVMidExIJQqkV1k7swIEDrFq1ir59+yZZ/tlnnzF//nwWL16cZGhmYsWLF6dZs2Y888wz/h4bsbGxTJs2jWXLlnH99dfn+vmIZJYSHCIiki/9888/HDx4kIMHD3L//fenWN+4cWN69OhBbGwsM2fOZMGCBVStWpX33nuPdu3aJWn77rvv0rt3b2bMmIExhnvvvZdp06al2OfChQtxu93+Xh8i5yLfEBIf313khx56KNX2qd1Fvu+++5g+fTo9e/Zk5MiRbNq0iXfffZcePXr4i5Gef/75gFOMtFq1aoCT2ACIiYnJ9fMSCRaJC2svXbo01eGUixcvxuPxJEks+gqL3njjjdSuXZu9e/f6h2QeOHCAf//9l5IlS3L77bcnKbwNToHuadOmsWXLFiU4JKCU4BARkXypUqVKmeoqO2jQIAYNGpRumyJFijBnzhzmzJmTbrvp06czffr0rIQpkq9l9y5y5cqVefvtt2ndujVvvfUW4MwAMXr0aH+bNm3a8OKLL/LYY48xevRo1q5d6x9ydurUqTN3UiJ5mK+w9pEjR/jyyy+pXbt2qu0WLlxIVFQU1157bZJtfT0ek09z3rRpUypWrOifYSy55AW6RQJFCQ4REQlqwTjeNxhjFsmq7N5FBme4V9u2bbnrrrto3bo1//zzD2PGjKFdu3Z88MEHGGNo1qwZnTt3Zvbs2bz//vtccMEFdO/eneHDh6c6taVIfpdeYe3EEhIS+Oyzz7j55pv9U6EDlC5dmkWLFiVp+/nnnzNlyhSmT59OrVq1AGeIZ2RkZJKkf/IC3SKBogSHiIgEpdAwZ2xwbGxsmmP786rjx48DEFYgIsCRiJwZObmLDNCrVy/q1KnD66+/7l9WpUoVbrnlFj788EPatGkDwKxZsxg0aBD//vsv9erV47nnngNQ/Q05J/kKa69YsSLN5AbAd999R0xMTIrEYkRERIpZjvbu3QvAVVddRb169QCn7s2CBQv477//KFKkCAAffPABLpdLw1Mk4JTgEBGRoFSsVDkANm7cmKIrbV63ceNGAIqV0p0uyX9yehcZ4Pfff08x1WvVqlUB2LJlCwDr1q1jy5YttG/f3r9uw4YNFCxYMMUMRyL5XWYKa/t6Ni1cuNDfCyo7hgwZwrx582jSpAkdOnRgzZo1fPzxx3Tv3p2KFSvm+FxEckIJDhERCUqXNWrBe8+M4L333uPmm28OdDhZ8t577wFw2bWabUXyn5zeRQanBsd3331HfHy8f5aU5cuXA/gvoJYvX06fPn2oXr06tWvX5siRI3z88ce0bt06zdkfRPKrzBTWTpzguOyyy7J9c6BOnTp8+OGHDBs2jIEDB1K6dGlGjhzJ8OHDc3QOIrlBCQ4REQlKZStVpWLV2syePZtrr72W++67L9AhZcqzzz7Le++9R9XLrqFY6XKBDkckV+XWXeQ+ffrQuXNnmjRpQtu2bdm9ezczZsygYsWKtG7dGoC7776bESNG0KFDBx566CHefvttYmNjGTly5Jk/UZE8JrOFtcHp6ZRZnTp1olOnTimWt2jRQlOiS56kBIeIiAStnuPeYtwjzejUqRNTp06lTZs2nH/++Sm6uwdaXFwcO3fuZP78+WzatInzzq/Mw0/OCXRYIrkut+4i33///bjdbp5++mmGDBlCdHQ0t99+O2PHjqVgwYIAlCxZkgULFtCjRw8GDBhArVq1WLJkiX+4ioiInHuU4BARkaBVsmxFhjy7iI9mj+eH5R8zatSoQIeUrqjo4jRucz9tugylaMngqhsikhm5eRe5Y8eOdOzYMd02119/PZs2bcp0fCLByu12Ltvi4uKIiAiuAtVxcXEAuN3uAEci5wIlOEREJKiVLFuRBx57lvsGP83Ores5evggnoT4QIeVhMsdQlR0cSpeXBt3iD56JXgZYwDweDwBjiR7fHH7zkMkWERFFwfgzz//5NJLLw1wNFnz119/ARAZXSLAkci5QN+yREQkXwgJDeOimvUDHYZIvhYRWRiAAwcOBDiS7ImJicHldhMWXjDQoYhkSY361/PpG0+zYMGCoEtwzJ8/H4CaDTSFrJx5rkAHICIiIiLBIaJQYUqVv5ClS5cGXS+OEydOsHz5cipVu0w9OCToVK/XiMgixZg5c6Z/quRgsGrVKl5//XXKVrqYchfWCHQ4cg5QDw4RERERyRRjDPVvuI2Fr01m3rx5tG/fPtAhZdorr7zCkSNHaH7DbYEORSTLQkJCuf/RGTz72H1ce+21dOnShdatW1O+fPk8WVh7x44dfPDBB8yaNYtT8R46DnpaiUU5K5TgEBEREZFMu671faz4aA733nsv//zzD3fffTfFixcPdFhp2rt3L6+++ipDhw6lWOlyXN30zkCHJJIt9a5vzSOjX+ONSf0ZN24c48aNC3RIGSpZthLdH3uW6pc3CnQoco5QgkNEREREMq10+QsZNHMhE3q0oFevXvTt25eLL76YyMjIPHWH1lrL4cOH+fXXX7HWUqxUOYY8u4joEucFOjSRbKvXuBV1G93KbxtW8cva5Rw7fJCEPFZY2x0SSlR0cS698iYqVauTp/5fkPxPCQ4RERERyZIKVWoyft56flr5KWu+XMC+v35nX8yeQIeVQoGCkVx+XUvq33gbdRo2I7xgZKBDEskxl8vFxXWu5uI6Vwc6FJE8RwkOEREREcmyQlHRNGx+Nw2b3x3oUERERADNoiIiIiIiIiIi+YASHCIiIiIiIiIS9JTgEBEREREREZGgpwSHiIiIiIiIiAQ9JThEREREREREJOgpwSEiIiIiIiIiQU8JDhEREREREREJekpwiIiIiIiIiEjQU4JDRERERERERIKeEhwiIiIiIiIiEvSU4BARERERERGRoKcEh4iIiIiIiIgEPSU4RERERERERCToKcEhIiIiIiIiIkFPCQ4RERERERERCXpKcIiIiIiIiIhI0FOCQ0RERERERESCnhIcIiIiIiIiIhL0lOAQERERERERkaCnBIeIiIiIiIiIBD0lOEREREREREQk6CnBISIiIiIiIiJBTwkOEREREREREQl6SnCIiIiIiIiISNBTgkNEREREREREgp4SHCIiIiIiIiIS9JTgEBEREREREZGgpwSHiIiIiIiIiAQ9JThEREREREREJOgpwSEiIiIiIiIiQU8JDhEREREREREJekpwiIiIiIiIiEjQU4JDRERERERERIKeEhwiIiIiIiIiEvSU4BARERERERGRoKcEh4iIiIiIiIgEPSU4RERERERERCToKcEhIiIiIiIiIkFPCQ4RERERERERCXpKcIiIiIiIiIhI0FOCQ0RERERERESCXkigAxDJjw4fP8HOff9x7ERcoENJoVB4GJVKRRNVsECgQxEREREREck1SnCI5KKPvt/CS4vXsmTdH8Sdig90OGkqEBpC08sr0/WWy2lRv2qgwxEREREREckxJThEcsmzC1fT/blPcLvd3HDDDVx99dVERUVhjAl0aH7WWg4fPsw333zDx199xYertvByr9Y8cPPlgQ5NREREREQkR5TgEMkFX234g+7PfUKVKpVZuvQLKlSoEOiQMrR9+3aaNLmRLtM/pFr5ElxTo2KgQxIREREREck2FRkVyQWvf7kegA8//CgokhsAF1xwAe+//wEAby7bEOBoREREREREckYJDpEc8ng8LFi1hdq1a1O9evVAh5Mlvpg/+G5zoEMRERERERHJESU4RHLoSGwcB4/GcvnlwVfHwhhD3bp1+efgUU7EnQp0OCIiIiIiItmmBIdIDsV6EwMFCxYMcCTZU6hQIQCOn1SCQ0REREREgpcSHCK5JKPZUr788kvq1q1LgQIFKF++PE899RTWWv/6n376icaNG1O4cGFq167NggULUuzjl19+4brrriMiIoLKlSszduxYPB6Pf/2///6LMSbVn7Vr12YrbhERERERkWCgWVREzoKtW7fSvHlzKleuzPjx41m0aBHDhw+nTJkyPPDAA/z55580atSIGjVqMHr0aJYtW8Ztt93GkiVLuOmmmwA4ceIEzZo1Izo6mnHjxrFx40aGDh1KaGgoAwYMAODQoUMADBgwgEsuuSRJDBdccMFZPWcREREREZGzSQkOkbPg+eefx+Px8Pnnn1OmTBm6detGmTJlmDlzJg888AAzZszg1KlTfPrppxQvXpwePXpQo0YNxowZ409wvPbaa+zZs4fvvvuOsmXLArBt2zZeeOGFFAmOu+66KyhrgoiIiIiIiGSXEhwiZ8HatWupUaMGZcqUASA8PJyqVavy888/A7B582bKly9P8eLFAWfYSO3atVm+fLl/Hz/++CM1a9b0JzcAqlSpwvfff+//25fgKFmy5Jk+JQmgxMOS9v75G0cOHQhgNCLZc+zwQf/viV/TIiIiItmlBIfIWdCxY0fCw8OTLPvnn3+Ijo4GoGjRohw4cACPx4PL5ZTG2bdvn389OL1Aktu8eXOShIcvwTFv3jwmT57MgQMHaNiwIS+99JKGqOQjMTEx/t9HP3hTACMRyR0xMTGULl060GGIiIhIkFORUZGzoGvXrtx7773+v5cuXcqOHTu49dZbAejWrRvHjh1j0KBB/Pbbb8yaNYtly5bRq1evVPf3+++/M2rUKL799lseeugh/3JfgmPatGn07duXvn37smzZMu64444kBU1FRERERETyG/XgEDnLdu3aRefOnSlbtiyPP/44ANdccw0zZ87koYceYvLkyYCTFHn44YdT3ceNN97Izp07adWqFf369fMvL168OM2aNeOZZ57x99iIjY1l2rRpLFu2jOuvv/7MnpycFcWKFfP//stzPSlRODinKJZz2/7Dx6nx8Awg6WtaREREJLuU4BA5i3bv3s0NN9zAsWPHWLp0Keeddx4Ab731Ft27d6dXr15cd911/Pbbb4wZM4aIiAimTZuWYj/PPvssy5YtY9q0abRv35758+cDcPvtt3P77bcnaXvttdcybdo0tmzZogRHPuEbxgRQonBBShYpFMBoRHIu8WtaREREJLuU4BA5S/7++28aNWrEkSNH+PLLL6lduzYACQkJ9OjRg3bt2iVJZkRHR/PQQw/RqVMnLrvssiT7at68Oc2bNycuLo5p06axevVqGjRokOpxIyMjATh48GCq60VERERERPID3TIROQvi4uJo2bIlR44cYfny5f7kBjjF9Q4ePEi1atWSbFO1alUAtm7dCsAll1zCoEGDUm3zxx9/ANC2bVs6deqUpM2ePXsAkhQjFRERERERyW+U4BA5C8aPH8+6deuYP38+1atXT7KuZMmSFClShJUrVyZZ7psitmLFioDThfvjjz9OMp3iTz/9lKRNSEgICxYs4L///vO3+eCDD3C5XBqeIiIiIiIi+ZqGqIicYbGxsUydOpXatWuzbds2tm3blmR927Zt6d27N0888QS33XYbN910E5s3b+aFF16gfv36XHnllQD07duXBx54gBYtWnDrrbeyefNmZs+eTaNGjfxthgwZwrx582jSpAkdOnRgzZo1fPzxx3Tv3t2fBBEREREREcmPlOAQOcP++ecfDh48yMGDB7n//vtTrG/cuDHDhw8nOjqal19+mc8++4zSpUvTrVs3Ro0ahTEGgM6dO1O4cGHGjRvH4MGDKVWqFH379mXkyJH+NnXq1OHDDz9k2LBhDBw4kNKlSzNy5EiGDx9+Vs9ZRERERETkbFOCQ+QMq1SpEtbaDNv17duXvn37ptumbdu2tG3bNt02LVq0oEWLFlmKUUREREREJNgpwSEiIiIiInlS4tpje//8jSOHDgQwGpHsOXb49GyGiV/TkvuU4BDJobAQNwAnT54McCTZc+LECeD0eYiIiIjkFTExMf7fRz94UwAjEckdMTExlC5dOtBh5FtKcIjkUJGC4YSFulMUDw0W27Zto2B4GIXCwwIdiohInqW7yJIf6C6yiOR3SnCI5JDb7aJp3Sp8snw5//77LyVLlgx0SJm2e/duvvvuO9peU8NfqFRERFLSXWTJb4LlLnKxYsX8v//yXE9KFC4YwGhEsmf/4ePUeHgGkPQ1LblPCQ6RXNC+4SV89P0WOnfuzLx58yhQoECgQ8rQiRMn6Ny5M9Za2jesGehwRERERFJwuVz+30sULkjJIoUCGI1IziV+TUvuU4JDJBfc1ehSPl/3O69+8gm1atXirrvu4pprriEqKipP9Yyw1nL48GG+/vpr3nnnHX777Te63nI5t19dPdChiYjkabqLLPmB7iKLSH6nBIdILnC7Xczq1YYyRaOY9fmPPPHEE4EOKUOli0by2J3XMeqe65VJFhHJgO4iS36jz34RyY+U4BDJJW63i7GdbuLJe29g5aadbPs7hqOxeW9mlciIAlQrX4JrqlfA7daXGxERERERyR+U4BDJZSFuN9fXupDra10Y6FBERERERETOGbp9KyIiIiIiIiJBTwkOEREREREREQl6SnCIiIiIiIiISNBTgkNEREREREREgp4SHCIiIiIiIiIS9JTgEBEREREREZGgpwSHiIiIiIiIiAQ9JThEREREREREJOgpwSEiIiIiIiIiQU8JDhEREREREREJekpwiIiIiIiIiEjQU4JDRERERERERIJeSKADEBERyQ3/HTvB17/s5MDhWOITPIEOJ4kQt4uSRQrSsEZFogoWCHQ4IiIiIvmSEhwiIhLUNu3cx5A5S1iy7g/iTsUHOpx0hYeF0rRuZSbcfzNVyhUPdDgiIiIi+YoSHCIiErR+3vEPNwybw4Ejsdx44420bt2a888/n9DQ0ECHlkRcXBw7d+5k/vz5fLh8OWt+281Xo+9XkkNEREQkFynBISIiQclaS9tx73LoeBzz58+nVatWgQ4pQ7169eKdd97hnnvu4Z5J81g99aFAhyQiIiKSb6jIqIiIBKUN2/9h6679PPjgg0GR3PC566676NChA2u27eaPvTGBDkdEREQk31CCQ0REgtIna7YC0LZt2wBHknXt2rUD4OPvtwY4EhEREZH8QwkOEREJSn/HHAGgevXqAY4k66pVqwbAnoNHAhyJiIiISP6hBIeIiASluFMJAISHhwc4kqyLiIgA4KT3HEREREQk55TgEBGRc8LEiRPp0aNHkmVz587FGJPiJzIyMtV9rF27lpo1a2Z4rP79+2OMYd68ebkSu4iIiIhkTLOoiIhIvpWQkMC2bdtYsmQJI0aM4IEHHkiy/tChQwC8/PLLuN1u//Lk08zu3LmTNWvWMHDgQAoVKpTuMTdt2sT06dNz5wREREREJNOU4BARkXxr+/bt6dboOHToEJGRkSkSH8ldc8017N69G4BLLrkk3bbdu3cnPDyco0ePZj1gEREREck2DVEREZF8q2zZsixatIhFixaluv7QoUOULFkyw/288cYbLFq0iEsvvTTddm+++SYrVqxg+PDh2YpXRERERLJPCQ4REcm3ChYsSNOmTWnatGmq6w8dOkRUVBQ9e/YkOjqawoUL06VLF2JjY5O0a9y4MU2bNqVYsWJpHuvIkSMMHDiQLl260KBBg1w9DxERERHJmBIcIiJyzjp06BAbNmzgxx9/ZPTo0TRr1oxZs2YxdOjQLO9r5MiRnDx5krFjx56BSEVEREQkI0pwiIjIOatKlSrcc889fPXVV3Tv3p13332X2rVr8/zzz6foxZGen3/+mRkzZjBmzBiKFy9+BiMWERERkbQowSEiIuesxx9/nDfeeIOwsDD/smuvvZYTJ06wY8eOTO+ne/fuVK5cmZYtW7J3715iYmIAp4fI3r17cztsEREREUmFZlERERFJJDIyEoCDBw9mepsVK1YAUK5cuSTLu3btCoC1NpeiExEREZG0KMEhIiLnpKNHj3LllVfy8MMP0717d//yPXv2AM4MLJmVfJaWDRs2MHjwYIYNG0bDhg1zJ2CRPOjYiTgW/7CNbX8f4NiJU4EOJ4XIiDCqn1+Smy+7iPCw0ECHIyIiZ5gSHCIick6KjIxk//79zJ0715/giI2NZdGiRVx00UVUqlQp0/tKPktLeHg4AHXq1ElzBheRYHbyVDzdn/uEt1f8zPETcYEOJ0NRBQvQucllTH6gKW63RmhL8Nt36CjLf97BgcOxJHg8gQ4nidAQNyULF6RxrQsoGhkR6HDkHKMEh4iInLOGDRtGr169aN++PQ0bNuSdd95h3759zJw5M9ChieRZJ0/F03bMO3yy5leuuOIK7rnnHq666ioiIyMxxgQ6PD9rLYcPH2blypW8/vrrTPtoFfsPH+fVvrcrySFBa+223Qx6ZQnLf96Bx5O3hz+GhrhpUvtCnn6wGReXKxHocOQcoQSHiIics3r06EFsbCwzZ85kwYIFVK1alffee4927doFOjSRPOuVz3/ikzW/0rFjR2bPno3b7Q50SOlq0KABPXv2pF27drz50Ue0ubI6bRteEuiwRLJs7bbdNHnsVY7HJdCqVWtatWpF+fLlCQ3NW8Ov4uLi2L59O/Pnz+ezzz/n+qFz+GpMJyU55KxQgkNERM4JqRX6NMYwaNAgBg0alKl9LFu2LFPtGjdurMKikm/N/fpnChQowIwZM/J8csMnLCyMZ599lo8++oi532xSgkOCjrWWtmPfJc5jWLRoETfeeGOgQ8rQQw89xHvvvcfdd99NxykfsGryg4EOSc4B6p8nIiJBLRgTCcEYswjAibhTLPt5B02aNKFw4cKBDidLypUrx1VXXcWiH7YFOhSRLPt+6y527jtE9+7dgyK54dO+fXvuuusuvt+6ix3/ZH52MpHsUoJDRESCUniY0wkxNjY2wJFk3fHjxwGICFNHSgkuMUdi8XgsF154YaBDyZYLLriAI8dPcvJUfKBDEcmShWt+BeCOO+4IcCRZ17ZtW+D0OYicSUpwiIhIUDq/hHP3eMOGDQGOJOt8MZ9fskiAIxHJmlMJzmwNYWFhAY4ke3xxn4pPCHAkIlmz5+ARAKpWrRrgSLLu4osvBmDvwaMBjkTOBUpwiIhIUGp9ZXUA3n333QBHknXvvPMOAK0aVAtwJCJn1sSJE+nRo0eK5adOnWLQoEGULl2aEiVK0KVLF44eTXrx88svv3DdddcRERFB5cqVGTt2LJ5k02GuXLmSevXqER4ezkUXXcTLL798Rs9HJFDiTjlJOd805MHEF3OcEotyFijBISIiQalq+RJcXrksc+bMYdasWYEOJ1OstUyfPp3333+fxpdWolyJ4KphIJIZCQkJbNmyhenTpzNixIhU23Tv3p0XX3yRnj178vDDD/Paa6/RvXt3//oTJ07QrFkzDh06xLhx42jcuDFDhw5lypQp/jb79++nefPm7Nu3j7Fjx1KzZk26du0alElPkdyWWnKxcePGGGNS/UnMWsuECROoUKEC0dHR3HHHHezbty/NY/Xv3x9jDPPmzTsj5yKSFRr8KyIiQev9oXdx/dBX6NKlC1OnTqVNmzacf/75eXLKvJ07dzJ//ny2bt1KtfNL8tZATUUr+dP27dupXr16muu3bNnCyy+/zIIFC2jVqhUA//77L7NmzeKFF14gPDyc1157jT179vDdd99RtmxZALZt28YLL7zAgAEDAHjxxRc5evQoH3/8MY0bN6ZPnz7Uq1ePkSNHcuedd575ExXJYxISEti2bRtLlixhxIgRPPDAA0nWDxkyhE6dOiVZ9vzzz7N+/foky8aOHcsTTzxB3759iY6OZvTo0bRv3z7VmcQ2bdrE9OnTc/tURLJNCQ4REQlaFUtFs2zM/Yx+bwXvf/sLo0ePDnRI6SpdNJJHWjRg+F3XcV7RqECHI3JGlC1blkWLFgHQrFmzFOvnzp1L0aJFadmypX/Z1KlTeeqpp/w1Mn788Udq1qzpT24AVKlShe+//97/t6+WTYMGDQBn2udWrVrx+OOP8+eff1KhQoXcPzmRPCyj5GLTpk1TLBs+fDiNGzf2/33w4EHGjBnDhAkT6NWrF+D06Hj00Uf57bffqFy5cpLtu3fvTnh4eIohZiKBogSHiIgEtQqlonmhRyueebgF67f/Q8yR48QneDLe8CwKcbsoUbgQtSqVxu3W6FDJ3woWLJjqhZTP6tWrqV69OnPnzmXAgAEcPHiQ//3vf8ycOROXy3l/PP/88ym227x5c5KEx+HDhwEICTn9dbZEiRIAbN26VQkOOedklFxMbv369ezatYvBgwf7l33yySccP36cjh07+pf169ePLl26EB0dnWT7N998kxUrVjBu3Lgk+xAJJCU4REQkXwhxu7m8ctmMG4pIQO3cuZMTJ07Qr18/evbsyebNm3nppZcoWbJkqr2wfv/9d9544w2+/fZbxo0b519+/vnnA/DHH39QrZpTsHfr1q0AxMTEnIUzEclbMkouJrdw4UIAmjdv7l+2evVqypYty7p163jooYf466+/aN68OS+//HKSZOKRI0cYOHAgXbp08feiEskLlOAQERERkbPm2LFj/PHHHyxfvpxGjRoBTl2OmTNnMnLkyBRT0N54443s3LmTVq1a0a9fP//yNm3a8OKLL/LYY48xevRo1q5dy9y5cwFnlhYRSd/ChQupVq0aF154oX/Zzp078Xg8dOzYkfvvv5+jR48yZcoUChQowJtvvulvN3LkSE6ePMnYsWPZuHFjIMIXSZX6yYqIiIjIWRMaGkrJkiX9yQ1wZnc4fPgwf/75Z4r2zz77LAMHDmTx4sW0b9/ev7xZs2Z07tyZ999/n2rVqjF8+HD/TCyRkZFn/kREgtiBAwdYtWoVLVq0SLL82LFj7Nmzh9GjRzNq1CgmT57MnXfeybvvvsvu3bsB+Pnnn5kxYwZjxoyhePHigQhfJE1KcIiIiIjIWVOsWDHCw8OTLCtatCjgXHQl17x5cyZMmMDDDz/MggULWL16tX/drFmz2LJlCytXruSXX36hUKFCAKq/IZKBxYsX4/F4kgxPAfyzkN1+++3+ZY0bNyYhIYHNmzcDTmHRypUr07JlS/bu3esfEnbo0CH27t17ls5AJHUaoiIiIiIiZ03VqlX54YcfOHnyJAUKFADgv//+A+C8884D4JJLLqFFixZMmDAhyXbg1Nxo0KAB69atY8uWLbRv396/bsOGDRQsWJBLLrnkbJ6SSNBZuHAhUVFRXHvttUmWFytWDGOM/70JKROQK1asAKBcuXJJtu3atSvgzLoiEijqwSEiIiIiZ80tt9xCXFwcH3zwgX/Z8uXLKVWqlP+CyeVy8fHHH+PxnJ4R6aeffgKgYsWK/m3+97//+cf/HzlyhI8//pjWrVsnuTgTkaQSEhL47LPPuPnmm/09NnyqVq2KtZZdu3b5lyVPQC5atCjJz/jx4wEYNmyYfxYXkUBRgkNEREREzpq2bdtSs2ZNunXrxujRo+nYsSPffvst3bt398/S0LdvX7Zs2UKLFi145pln6NGjB7Nnz6ZRo0ZceeWVANx9990ULlyYDh06MHPmTJo2bUpsbCwjR44M5OmJ5HnfffcdMTExKYangJOABHj77bf9y5YvX05YWJi/Z1TTpk2T/PhmUalTp06WZnERORM0REVEREREzpqQkBAWL17MI488wpgxY4iIiKBPnz4MHTrU36Zz584ULlyYcePGMXjwYEqVKkXfvn0ZOXIkxhgASpYsyYIFC+jRowcDBgygVq1aLFmyxD9cRURSt3DhQowxNGvWLMW6K6+8kltuuYWRI0dy9OhRjh07xttvv02nTp0oUaJEAKIVyRolOERERETkjEhrLH65cuX48MMP0922bdu2tG3bNt02119/PZs2bcp2fCLnooULF3LZZZdRpkyZVNe/++679O7dmxkzZmCM4d5772XatGlnOUqR7FGCQ0RERESyJFiLCAZr3CJZld5rfcOGDeluW6RIEebMmcOcOXMydazGjRvrvSV5hmpwiIiIiEimFCrgFCQ8evRogCPJHl/cEWGhGbQUyZuCMZEQjDFL8FKCQ0REREQypWhkBEUjI1i9enWgQ8kyay2rV6/mgvOK4nbrK7AElwhvcjE2NjbAkWTd8ePHAYgI0+ABOfP0v7uIiIiIZIrb7aLNldVYt25d0NW+WLlyJX/99Rd3XF0j0KGIZFnFUkWA09MlB5N169YBULFUdEDjkHODEhwiIiIikmn33VgHYwy33tqCLVu2BDqcTPnxxx9p374dIW4XHRrXDnQ4IlnW5srqALzzzjsBjiTr3nnnHdxuFy0baIYjOfPUT0hEREREMu26Sy9gdu82dJ62gOrVq1O/fn2uuuoqoqKi/FO45gXWWv777z9WrlzJ+vXrCXG7mDvkTmpfeF6gQxPJshoVSnHZRWWYNWsW9evX58EHH8xT77fUWGsZPXo0n376KS3qX0yJIoUCHZKcA5TgEBEREZEs6dTkMiqULMIrS3/iw+83sGbNmkCHlKaiURF0vqkuD9xcl6urVwh0OCLZ9uFjd9P40Vfo1q0bkyZNonXr1pQvX57Q0LxVNDcuLo4dO3Ywf/58/vrrLy67qAyv9bs90GHJOUIJDhERERHJshtqX8gNtS8k7lQ8//53nKMn4gIdUgpREWGUii5EiNsd6FBEcuz8kkVYPu5+Jrz/NfO++YXJkycHOqR0VSpdlIG3X8OQdtdSLKpgoMORc4QSHCIiIiKSbWGhIZQrUTjQYYicE8qXKML0h1rwdNdmbNm1n5gjscQneAIdVhKhIS5KFC7ExeWK5/lhNJL/KMEhIiIiIiISRFwuFzUqlAp0GCJ5jmZREREREREREZGgpwSHiIiIiIiIiAQ9JThEREREREREJOgpwSEiIiIiIiIiQU8JDhEREREREREJeppFRbLN4zk9JdWvuw+w//DxAEYjkj0xR2L9vyd+TYuIiIiISHBRgkOyLSYmxv97w0EvBzASkdwRExND6dKlAx2GiIiIiIhkg4aoiIiIiIiIiEjQUw8OybZixYr5fx+0bCyFikUGMBqR7DkWc5QJjR8Fkr6mRUREREQkuCjBIdnmcp3uAFSoWCSRxQsHMBqRnEv8ms7LVP9G8gPVvxEREZHcpgSHiEiQUf0byW9U/0ZERERyQ3DcrhQRERERERERSYd6cIiIBBnVv5H8QPVvREREJLcpwSEiEmRU/0bym2CpfyMiIiJ5m75RiIiIiIiIiEjQU4JDRERERERERIKeEhwiIiIiIiIiEvSU4BARERERERGRoKcEh4iIiIiIiIgEPSU4RERERERERCToKcEhIiIiIiIiIkFPCQ4RERERERERCXpKcIiIiIiIiIhI0FOCQ0RERERERESCnhIcIiIiIiIiIhL0lOAQERERERERkaCnBIeIiIiIiIiIBD0lOEREREREREQk6CnBISIiIiIiIiJBLyTQAYiIiIjkdR6Px//7r7sPsP/w8QBGI5I9MUdi/b8nfk2LiOQXSnCIiIiIZCAmJsb/e8NBLwcwEpHcERMTQ+nSpQMdhohIrtIQFREREREREREJeurBISIiIpKBYsWK+X8ftGwshYpFBjAakew5FnOUCY0fBZK+pkVE8gslOEREREQy4HKd7vRaqFgkkcULBzAakZxL/JoWEckvlOAQOQP+23uQ/Tv+Ie74yUCHkkJYwQKUvPA8CpeKDnQoIiIiIulSgV/JD1Tg9+xRgkMkF62d+zXfvbmMHWu2BTqUdBljuOCKi7mqw/XUve2qQIcjIiIikioV+JX8RgV+zywlOERyydLpH7No/DwKFixI+/btufrqq4mMjMQYE+jQ/Ky1HDlyhG+++YaFCxfy5qrnOfzPIRp3axbo0ERERERERHJECQ6RXLD5y/UsGj+P2rVrs3TpUkqUKBHokNLVp08f/vnnH2688UY+fvIdytWsSJWGNQIdloiIiEgSKvAr+YEK/J49SnCI5IIf538HwAcffJDnkxs+pUuXZu7cudSoUYMfF3ynBIeIiIjkOSrwK/mNCvyeWXp2RXLI4/Hwy5J11K9fnwsvvDDQ4WRJ9erVqVWrFpsW/xjoUERERERERHJECQ6RHDp5JJYTR2OpVatWoEPJllq1anHs4FFOxcYFOhQREREREZFsU4JDJIdOnTwFQERERIAjyZ6CBQsCcOqEEhwiIiIiIhK8lOAQySWZnS1l4sSJ9OjRI831Ho+HBg0aYIxh//79qbZZu3YtNWvWTHXd7t27adWqFQULFqRChQr079+fEydO5DhuERERERGRvExFRkXOgoSEBLZt28aSJUsYMWIEDzzwQJptX3rpJdasWZPqup07d7JmzRoGDhxIoUKFUqy31nLHHXewZ88ennrqKf7++2+efvppTp48ycyZM3PtfERERERERPIaJThEzoLt27dTvXr1DNsdOHCAoUOHEhkZydGjR1Osv+aaa9i9ezcAl1xySYr1n3/+Od9//z1r1qyhXr16APz777+8/PLLTJs2DbfbncMzERERERERyZs0REXkLChbtiyLFi1i0aJF6bYbMmQIBQoU4MEHH0x1/RtvvMGiRYu49NJLU13/ww8/ULx4cX9yA6BKlSqcPHmSf//9N/snICIiIiIikscpwSFyFhQsWJCmTZvStGnTNNusXr2aWbNmMWnSJKKiolJt07hxY5o2bUqxYsVSXf/oo4+mqNuxefNmChQoQPHixbN/AiIiIiIiInmcEhwieYDH46F79+40atSIu+++O1f2uWvXLp599lnee+897r//fkJDQ3NlvyIiIiIiInmRanCI5AEvvvgi69at46effsq1fXbo0IHly5dz5ZVXMn78+Fzbr4iIiIiISF6kHhwiAXbgwAGGDRtGhw4dKFGiBHv37vUXGN23bx8xMTHZ2u8TTzzBqFGj2LRpE02aNOHUqVO5GbaIiIiIiEieoh4cIgG2ceNGYmJimDNnDnPmzEmy7pJLLuG6665j2bJlWd5vo0aNaNSoEYULF6Zv377Mnz+f9u3b507QIiIiIiIieYwSHCIBVqtWrRSzq7zxxhu8+eabvPvuu1SqVCnT+7r55pspWbIkb775pn9Z1apVAfjjjz9yJV6RvOhozBF+XvQD277+hWMHj2ITPIEOKQlXiItCxaK4uFFNat5Sl4LRhQIdkoiIiEi+owSHSIAVK1Ysxewqq1atAuCGG26gRIkSmd5XgQIFWLx4MUePHiUyMhLAX9ejYsWKuRSxSN6y/MXFfPLUu3i8SY2oqKg8V1Q3Li6Oo0eP8tOCVcwLDeG2pzpwVYfrAx2WiIiISL6iBIdIPtK7d28+/fRTmjRpwj333MPff//NtGnTuPjii2nTpk2gwxPJdStnLeGjUW9TrVo1Hn30UVq1akV0dHSgw0pVTEwMCxYsYPTo0cwbPAdXiJsr7moU6LBEss2T4GH7ml/ZsHAt+7fvJe74yUCHlEKBQhGUqlKG2i3qU6HuRRhjAh2SiIicQUpwiOQjTZo0YenSpYwYMYLHHnuMqKgo7rnnHsaMGUNERESgwxPJVfEnT7F44gdceOGFLF++nFKlSgU6pHQVK1aMzp07c/PNN3PllVeyaNw86rdriMutet8SfA7uPsCL/5vIvt/3ABAREUGhyEhceSiB4LGWI4d3svnL9Sx/YTHlalbkwbcHElksKtChiYjIGaIEh8hZZq3NsM3jjz/O448/nub69IqOXn/99axcuTIbkYkEl63Lf+bEkVi6De+W55MbiZUvX57OnTvz5JNP8sf3W6l8dfVAhySSJYf3HeL59uPYv2Mf/fr1o2PHjtSqVStP9o6w1rJ27Vpmz57N888/z/Ptx9P9/UeJKKI6OCIi+ZFuG4mISFDavuZXAFq0aBHgSLLu1ltvBWD7978GOBKRrPv+zeXs37GP6dOnM3nyZGrXrp0nkxsAxhjq16/Pc889x4gRI9iz+S9+WrAq0GGJiMgZogSHSA6FhDodoU6cOBHgSLInNjYWAHeBvFWUUSQjsf8dB6B06dIBjiTrfDHHHj4e4EhEsm79wjUUK1aMbt26BTqULBkwYAAFChRg/SdrAh2KiIicIRqiIpJD4YULEhoexubNmwMdSrZs2bKF8MgIwiLCAh2KSJb4hnuFhATfR5kvZuvJW9PZimTkxNFY9mz+i//97395braijERFRXHdddfxxVdfYq3Ns71ORDLi8XjY+cPv/PbNLxw/dCzPfZa43G4KFY+i6nU1KVezot5rclYF37dCkTzG5XZR/YZafLPoG/7++2/Kli0b6JAybefOnaxevZq6t1+lDx/J9yZOnMjOnTuZOXNmkuU//fQTffv25ccff+SCCy5g1KhR6c46dMcdd/DBBx+wZs0a6tWrBzh1c0aNGpVq+6+++orGjRvn1mmIBJSv51Qw1b1JrFSpUiSciufUiTjCIgoEOhyRLPv5sx/5YNhr/LfnYKBDydCnY+dSolIp2k9+gIuurBbocOQcoQSHSC6o0+oKNny6lrvvvpuFCxdSqFDeL1525MgR7r77bgDqtLwiwNGInBkJCQls27aNJUuWMGLECB544IEk6//8808aNWpEjRo1GD16NMuWLeO2225jyZIl3HTTTSn2t2TJEj744IMUy9u0aUOlSpWSLFu2bBmvvvqqZjCSfCWYe05B4t5TGRf8FslrNi7+gdcfeoboItEMHjyYVq1aUb58+TzXmyouLo7t27czf/58Zs+ezax7p/LA632V5JCzIjg/nUTymFq31qdh55tYPvtzqlSpQtu2bbnmmmuIiorKUz0jrLUcPnyYr7/+mvfff5+9e/fSuFszatxUJ9ChiZwR27dvp3r1tGcpmTFjBqdOneLTTz+lePHi9OjRgxo1ajBmzJgUCY64uDh69uxJZGQkR48eTbKuTp061KlTJ8mypUuXUrhwYerWrZtr5yMSbNLqObVu3Tp69erF6tWrKVy4MHfffTcTJkwgLOz0cMnt27fTs2dPvvrqK8LCwmjVqhUzZsygcOHC/jaHDh2id+/efPzxx3g8Hm655RZmzpxJyZIlz9o5ipwNCfEJzB0wm2JFi7Fs2TJq1KgR6JDSVbFiRRo3bsxdd93FTTfdxPtDXmXQsrGBDkvOAUpwiOQCYwxtnriHImWK8v2by5gxYwYzZswIdFjpKnnhebQa8T8aPXhLnkrCiOSmsmXLsmjRIgCaNWuWYv3mzZspX748xYsXB5z3cu3atVm+fHmKthMnTmTXrl0MHjyYkSNHpntcj8fD4sWLuemmm/LcnTWRMy2jnlMHDhygSZMmREREMGbMGFavXs20adOIioriySefBJyEYtOmTdm3bx/Dhw/nzz//5LnnnsPj8fD6668DTtK+devWfP/99wwaNIjQ0FDGjRvH9u3bWbVqFS6XaulL/vHbt5s5dvAog0YNzPPJjcSuuuoq7r33Xp5//nn2bt3FeVXLBzokyeeU4BDJJcYYbnikBdc/3Jy/N/3J/u3/cOJY3ptZJbxQOKUql+G8auWV2JB8r2DBgjRt2jTN9UWLFuXAgQN4PB7/xdC+ffuIjo5O0u7PP/9kzJgxDBs2LFN1dlatWsWBAwdo3rx5juIXCUYZ9Zx64403OHDgAGvXruXyyy8HYP369cycOdOf4Fi0aBG//vor8+bN44477gDgjz/+4M0332T69OkULVqUlStXsmLFCiZNmkT//v0BiI6OplevXnz55Zc0adLkDJ+pyNnz64pNANx2220BjiTrbrvtNp5//nm2Lv9ZCQ4545TgEMllxhjK1axIuZoVAx2KiGSgW7duvPvuuwwaNIhu3bqxfPlyli1bxjPPPJOkXZ8+fShXrhz9+/fn7bffznC/CxcuxBiTaq8Rkfwuo55Ta9eupUiRIv7kBkDt2rXZsmUL+/fvp0SJEqxduxaAG2+80d+mTp06fPbZZ/z+++/Uq1ePt99+G2MM9913n7/NPffcQ+/evXnvvfeU4JB85VjMEQAqVKgQ4EiyzhfzsZijGbQUyTklOERE5Jx1zTXXMHPmTB566CEmT54MQNeuXXn44Yf9bT777DPmz5/P4sWLKVAgc7MuLFy4kLp161KmTJkzErdIXpZRz6lWrVrRoEGDJMv27t2Ly+UiKioKgGuvvZYnn3wySW+qvXv3AviXrVq1igoVKlCiRAl/m2L/Z+++w6I4tzCAv7vLsvQOAjaiKCr2FiuWoCIaNfaa2I2xYu+aaBRbEhQ1GnuNxt7AFrFg70ZssSsovZeF3b1/cHcDUgQEhoX39zz3uTDz7XAmDsvsmfOdz8IC5cqVw7Vr1/LpbIiKBmWKAgDS9anRFuqYlQqFwJFQScDJiUREVGLt3LkTo0aNwtixY7Fv3z4sXrwYe/bswbhx4wD811j0q6++Qq1atfD+/XtERUUBSO0jEBISkuGYb9++xd27dzk9hSgLPXr0wJgxYzTfP378GBcvXkSbNm00ScS2bdti1qxZmjGhoaE4ePAgqlatigoVKgAAgoKCYGtrm+H4tra2mmQIUUm1dOlSjB49OsP2O3fuwMXFBXp6erCxscH48eMhl8vTjQkICECLFi2gr68PR0dHLFq0CEqlMt2Yd+/eoVOnTjAwMEC5cuUwceJEJCYWvanZVPKwgoOIiEokhUKB0aNHo0ePHvDy8tJsNzMzw4gRIzBw4ECYm5vj6dOnePr0aYZqDDc3N5QvXx4vX75Mt/348eMAgA4dOhT4ORBpu6ioKPTu3Rv6+vqaKqqPyeVy9O/fH3FxcfD29tb0y4mIiEDlypUzjJdKpYiIiCjQuImKovxo8JuYmIj27dvDzMwMnp6euH//PmbMmAGpVIpJkyYBSG3w261bNwQFBWHBggUIDAzEb7/9hqSkpAwrJhEVNiY4iIioRAoPD0dERASqVKmSbruTkxOA1KfKnTt31vQSUDt16hR++eUXrFixAjVr1sxw3GPHjsHa2hoNGjQouOCJioGoqCi4ubnh0aNHOHjwIJydnTOMkcvl6NWrF06dOoX169ejdevWmn2WlpaIjo7O8Jro6GhYWFgUaOxERVF+NPjdunUrgoKCcPnyZU1T7adPn2Lt2rWaBMepU6dw9epVXL9+HfXr1wcAhISEYP369fDy8oJEIinI0yTKFhMcRERUIllbW8PU1BQXLlxIt129RGz58uWhr6+foZeAuvS9cePGmhs7taSkJJw5cwZdu3blEpVE2YiJiYGrqysCAgJw5MiRTBuCpqSkoGvXrvD19cXmzZsxYMCAdPvt7OwynYoSGhrK/jdUIuVHg99bt26hevXq6VYMq1SpEq5evar5/ubNm7C0tEz3N7BSpUpISkpCSEhIplPHiAoLExxERFRijRs3Dj/99BO++eYbtGnTBg8fPsTatWvRoEEDNGrUKNfH8/PzQ1xcHKenEH1C3759ERAQAB8fH7i4uGQ6Zvz48fD19cXOnTvRs2fPDPubNGkCb29vvH79WrNKw9u3bxEYGIguXboUZPhERVJ+NPj9/fffM7zu4cOH6RIe06dPx/Tp0zOMkclksLS0/JxTIPpsTHAQEVGJNXv2bJiZmWH9+vU4ceIESpUqhe+//x4//vgjRCJRro937NgxSCQStGvXrgCiJSoetm3bhqNHj2LXrl1ZJjfOnz+PVatWYdGiRZkmNwCgd+/e8Pb2xu7duzF58mQAwL59+wCkNjIlovQ+/r3IrMFvWs+ePcP27dtx6dIleHp6ZnrMt2/f4vDhw9izZw+GDh0KqVRaILET5RQTHEREVCKoVKoM23R0dODh4QEPD48cH2fgwIEYOHBgpvtWrFiBFStW5DVEohJh4cKFKFu2LBITE7F58+Z0+9zc3GBra4tFixbB2NgY1tbWGcY0a9YMjo6OaNKkCVq2bInZs2cjJiYGUqkUnp6eaNSoUZaJEyJKlZMGv1999RVevXqFTp06YcKECZmO6d+/P86dO4dGjRph8eLFBRkyUY4wwUFERFpJXWDx8dJ12kATcx6qRIi03aNHjwAAgwYNyrDv7NmzsLW1xcOHDxETE4OhQ4dmGLNp0yY4OjpCJBLhwIEDGDduHFauXAmlUomOHTti1apV7IFDlI2cNPgFgNWrV8PPzw9eXl7o2bMnDhw4kGHMTz/9BD8/Pyxbtgyurq7w9/dnFQcJigkOIiLSSjJDfQCpS0Wam5sLHE3uhIeHAwD0jPUFjoSoYGVWOZXZto99vPxyVszMzLBly5bchkVUYuWkwa+au7s73N3dIZfL4eXlhWvXrmXo4eHi4gIXFxeYmJjAw8MDBw4cyHJaGVFhYHqbiIi0kr1zalPBM2fOCBxJ7p0+fRrAf+dApC3UvWm0sXIKYPUUUdoGv5klN5ydnTFlypR029TLpz9//hwA0LZtW/Tr1y/bMURCYYKDiIi0knPbOtDR1cEff/yBxMREocPJsbi4OGzatAkyQz1UaVlD6HCIckXPSA/Af1VI2iYiIgJiiRi6+rpCh0JU6NQNfjds2JBlnxqxWIwjR46kS2Levn0bQOry6QAgk8ng6+uL2NjYLMcQCYVTVIiISCvpmxjgy34t4b/pNLp06QJPT0/UqlUrT6ufFAaVSoUbN25g8uTJePDgAb4a8zWkevyQRdpFz8QAluWscebMGSiVSq3qdZGUlIRz587B3rlckX2fICpIOWnw6+HhgSFDhqBDhw7o2LEjHj58iI0bN8LFxUWzfPq4ceNw/PhxuLq6ol+/fggMDISXlxcqV67MJZpJcExwEBGR1uryUz/I45NwYvcJnDhxAuXLl0eZMmWgq1u0EgdyuRyvXr3C27dvAQDNBrdB+6ndBI6KKPdEIhFqdGgAvzXHcejQIXzzzTdCh5Rj27ZtQ3R0NJp/7SZ0KESCyEmD38GDB8PExASenp6YOnUqbGxs4OHhgblz52oSg66urjh9+jTmzJmDWbNmwdjYGP369cPChQuhr8/eUiQsJjiIiEhricVi9Fw2GA17Ncfdo9fx9MID3Ht8H0pF0eoPINaRwNDCCC7D2qFWx4YoX68inyCT1mrUpwWu7TqHPn36YMWKFejVqxdMTU2FDitLYWFh2LZtGyZNmgSTUmao17WJ0CERFbi8NvgFgO7du6N79+7ZjmnVqhUuXLiQp9iIChITHEREpNXEYjEqfOmECl86CR0KUYlgXdEWI/6cgrW9l2DEiBEYM2YMqlWrBiMjoyKVuFOpVIiOjsaDBw+gUChgUsoMI/dMg6mtdq26RJRWTpMURYk2xkzaiwkOIiIiIsqVMjUcMPXCYvzjcxN3j13Hm5eBkL9NEjqsDGRGMlRuWR21OjZE9XZ1oG9qKHRIRHkiM0xt8BsTEwMDAwOBo8mdmJgYAIDMQE/gSKgkYIKDiIiIiHLNyMIYjfq1RKN+LYUOhajYs65gCwC4dOmSVvW+AVJjBgCr/58DUUHSntbXREREREREJVAN9/oAgK1bt2rVlA+FQoHt27dDqqeLaq61hA6HSgAmOIiIiIiIiIow89KWqNKqBg4ePIhJkyYhNjZW6JA+KTIyEoMHD8bly5dRu/OXmmk2RAWJU1SIiIiIiIiKuAFrRuGP/svwyy+/YM2aNXB1dUWZMmUglUqFDi2dpKQkvHz5En///TeSk5NRzbU2ui/6TuiwqIRggoOIiIiIiKiI0zPWx7Adk3Bjrz/uHb2Oo0ePFtnpKmKJGJWaO6NWxwao17UJdGRFKwlDxRcTHERERERERFpAz0gfzQa6otlAV6TIU5AYEw9lilLosNIRSyXQN9aHRMqPmlT4eNURERERERFpGR1dHRhZmggdBlGRwgQH5ZlS+V+2OOT5e8SFxwgYDVHexEfGab5Oe00TEREREZF2YYKD8iw8PFzztXeXnwWMhCh/hIeHo1SpUkKHQUREREREecBlYomIiIiIiIhI67GCg/LMwsJC83XAzz/ByshIwGiI8iY0NhbVZs4BkP6aJiIiIiIi7cIEB+WZWPxfAZCVkRGsTYwFjIbo86W9pomIiIiISLvwbp6IiIiIiIiItB4THERERERERESk9ZjgICIiIiIiIiKtxwQHEREREREREWk9JjiIiIiIiIiISOsxwUFEREREREREWo8JDiIiIiIiIiLSekxwEBEREREREZHW0xE6ACIiIqKiTqlUar4Oef4eceExAkZDlDfxkXGar9Ne00RExQUTHERERESfEB4ervnau8vPAkZClD/Cw8NRqlQpocMgIspXnKJCRERERERERFqPFRxEREREn2BhYaH5OuDnn2BlZCRgNER5Exobi2oz5wBIf00TERUXTHAQERERfYJY/F/Rq5WREaxNjAWMhujzpb2miYiKCyY4iIiIiIioSGKDXyoO2OC38DDBQURERERERRIb/FJxwwa/BYu1aURERERERESk9VjBQURERERERRIb/FJxwAa/hYcJDiIiIiIiKpLY4JeKGzb4LVj8r0tEREREREREWo8JDiIiIiIiIiLSekxwEBEREREREZHWY4KDiIiIiIiIiLQeExxEREREREREpPWY4CAiIiIiIiIircdlYomItIxSqdR8HfL8PeLCYwSMhihv4iPjNF+nvaaJiIiI8ooJDqJ8FJeUhOP37mPv9Zt48uEDYpOShA4pAyOZDFXsbNG9fj20r1EdBjKZ0CFRLoWHh2u+9u7ys4CREOWP8PBwlCpVSugwiIiISMsxwUGUT568f49WS5YjMCISIpEIDg4OMC5lDpFIJHRoGiqVCpHR0fjz6nX8efU6ylpa4OyUiahoYyN0aERERERERJ+FCQ6ifPAmLBwtFy9HcEwMPD09MWDAANjb2wsdVpbevn2LrVu3Yvbs2Wi1ZDmuzpoOOzMzocOiHLKwsNB8HfDzT7AyMhIwGqK8CY2NRbWZcwCkv6aJiIiI8ooJDqJ8sPHCRQRFRmLjxo0YNGiQ0OF8UpkyZTBjxgxYWFhg5MiR2Op/GVM7tBc6LMohsfi//tBWRkawNjEWMBqiz5f2miYiIiLKK95REOWDv27chJWVFQYMGCB0KLkyePBgmJqaYs/1G0KHQkRERERE9FmY4CD6TAlyOR68C8RXX30FHR3tKorS1dVF69atcevVa6QoFEKHQ0RERERElGdMcBB9puiERACApaWlwJHkjTrumMREgSMhIiIiIiLKOyY4iD6TCioAgEQiydH4pUuXYvTo0VnuVyqVaNiwIUQiEUJDQ9PtCwgIQIsWLaCvrw9HR0csWrQISqVSsz8kJAQikSjT/924kfk0FHXcKlWOwiciIiIiIiqStKuenkhLKRQKPH36FCdPnsScOXMwZMiQLMf+8ccfuH79eobtiYmJaN++PczMzODp6Yn79+9jxowZkEqlmDRpEgAgMjISADBp0iQ4Ozune/0XX3yRfydEREQlXlR8PA7dvoN9N27haXAw4pLkQoeUgZFMF1Xt7dC9fj10rFUTRnp6QodEREQFiAkOokLw4sULVK1a9ZPjwsLCMGPGDBgZGSE2Njbdvq1btyIoKAiXL1/WLEH79OlTrF27NkOCo3fv3qhXr17+ngQREdH/3X/zFq2X/oLQmBhIJBJUrlwZNoaGEIlEQoemoVKpEB0djf03b2PfjVsoa2mBs1MmoqKNjdChERFRAWGCg6gQ2Nvbw8fHBwDQvn3Wy7FOmzYNMpkMAwcOxC+//JJu361bt1C9enVNcgMAKlWqhKtXr2q+Vyc4rK2t8zF6IiKi/zwLDkbrpb8gOikJK1asQJ8+fWBlZSV0WFkKCgrCli1bMHPmTLRashzXZs+Aramp0GEREVEBYA8OokJgYGAANzc3uLm5ZTnm2rVr2LBhA5YtWwZjY+MM+3///XfcunUr3baHDx+mS3ioExx79+5F6dKloaenB1dXV7x48SJ/ToSIiEq89ecuIjQmBtu2bcOYMWOKdHIDAOzs7DBt2jR4e3vjTVg4dly++ukXERGRVmIFB1ERoFQqMWrUKLi4uKBv376YN29etuOfPXuG7du349KlS/D09NRsVyc4vLy84OHhgbCwMCxduhTdunXDzZs3i1TpMBERaR+VSoW/btxE6dKl0b17d6HDyZVBgwZh6tSp2HP9Bia6tRU6HKI8ex8VhX03buHvh48QHhcHRZqG80WBjlgMa2NjtKvujC5168DCyFDokKgEYYKDqAhYt24d7ty5g9u3b+do/FdffYVXr16hU6dOmDBhgma7paUl2rdvj1WrVmmaiiYkJMDLywt+fn5o1apVgcRPREQlQ3RCAp4FB+Pbb7+FWKxdhcB6enpwcXGBr48PVCoVk/6klRYePYZZ+w9BpVJBLBbDzMwMUqlU6LDSkcvliHz8BHuu38CIrduxZkA/DG3RXOiwqIRggoNIYGFhYZg5cyb69+8PKysrvH//XtNgNDg4GGKxGBYWFules3r1avj5+cHLyws9e/bEgQMHAABdu3ZF165d041t3rw5vLy88OjRIyY4iIjos0QlJABITahrI0tLSyiUSsTL5TCUyYQOhyhXFh/zwcx9B1GjRg3MmDEDHTt2hJGRkdBhZSoiIgKHDh3CTz/9hGGbt0JHIsbAZk2FDotKAO1KvRMVQ/fv30d4eDg2b94MOzs72NnZYfny5QAAZ2fnDAkLAHB3d8eSJUswcuRIHDx4ENeuXcvy+Oo/fBEREQVzAkREVGKoVKn/n9PqjaVLl2L06NEZtt+5cwcuLi7Q09ODjY0Nxo8fD7n8v2VmBw4cCJFIlOn/Xr58qRkXFhaGvn37wtTUFEZGRujSpQvevXuXZTzquFXqEyHSEnFJSfjx8FE4OTnBz88PvXv3LrLJDQAwNzfHwIEDce7cOdjZ2WHm/oNQFrGpNFQ8sYKDSGA1a9bUrLCitn37duzYsQO7d++Gg4MDgNRkR4cOHbBkyRLNOCcnJwDA8+fP0bBhQ3Tv3h1GRkbYvHmzZkxQUBAApGtGSkREVFAUCgWePn2KkydPYs6cORgyZEi6/WFhYXB1dYW+vj4WLlyIa9euwcvLC8bGxpg/fz4AYOjQoWjZsmW61+3duxfHjh2Dvr6+Zlv37t1x+fJlTJkyBSkpKVi6dCnCwsJw4cKFAj9PosJ0/N59JMjl+OGHHzJU9hZlZcuWxXfffQdPT09cfvYcTSs5Ch0SFXNMcBAJzMLCIsPqKleuXAEAtG7dWtOdXiwW48iRI/D09NQ8gVL37ChfvjwAQEdHBwcPHkRUVBRM/78E3v79+yEWizk9hYiICsWLFy9QtWrVLPdv374dYWFhuHHjBurVqwcAuHv3Lry9vTUJjmbNmqFZs2bpXrd+/XpUqVIFpUqV0rzGz88Py5Ytw8SJEwEA4eHhWLt2Le7evYtatWoVxOkRCcL/6b8AgA4dOggcSe516NABnp6euPjkKRMcVOA4RYVIS3h4eODRo0fo0KEDVq1ahdGjR2Pjxo1wcXFBo0aNAADTpk1DbGwsXF1d4eXlhf79++PIkSMYOXKkJglCRERUkOzt7eHj45OhOlHtxo0bMDU11SQ3AKBWrVqIjIxEaGhopq8JDw/HlStX0n24u3HjBoDUxttqtWvXBgA8ffr0c0+DqEiJjI8HANjY2AgcSe6pY46MTxA4EioJWMFBpCUGDx4MExMTeHp6YurUqbCxsYGHhwfmzp2r6QRfu3ZtHDp0CDNnzsTkyZNRqlQpzJ07F7NnzxY4eiIiKikMDAwyVCam1alTJzRs2DDdtvfv30MsFsPY2DjT1/j6+kKhUMDd3V2zrUaNGpg/f75mKqf6OABgZmaW9xMgKoKU/+8bo6OjfR/f1DErVezBQQWPFRxEhUylUsHb2zvbMfPmzYNKpdJMT1Hr3r07bty4gdjYWDx//hxLly7N0GCqQ4cOuHPnDuRyOd68eYN58+ZBIpHk+3kQERHlRY8ePTBmzBjN948fP8bFixfRpk0byLJY2eTYsWMwMTFB8+b/LTXZsGFDzJo1S5PMSEpKwvbt22FpaampbCQqqfLa4BdInWbWsWNHGBoawtzcHN999x2io6PTjXn37h06deoEAwMDlCtXDhMnTkRiYmKBnhNRTmhfCpCIiIiIioWoqCj07t0b+vr6mhXEPqZQKODr64s2bdpAKpVmOkalUuGHH37As2fPsGXLliK9ugRRQcmPBr9yuRxubm4IDg7G7Nmz8fr1a6xZswZKpRLbtm0DkPr71q1bNwQFBWHBggUIDAzEb7/9hqSkpE8+xCMqaExwEH0mEVKnhygUCoEjyRt13GKxSOBIiIioJImKioKbmxsePXqEgwcPwtnZOdNxV65cQXh4eLrpKWmpVCqMGTMGGzduxLx58/Dtt98WZNhERVZ+NPj18fHBkydPsHfvXnTr1g1A6mp9O3bswIoVK2Bubo5Tp07h6tWruH79OurXrw8ACAkJwfr16+Hl5cXKYRIUp6gQfSZTg9Tl6kJCQgSOJG/UcRvr6QkcCRERlRQxMTFwdXXFvXv3cOTIEbRr1y7LsceOHYNIJEL79u0z3T9y5EisWrUKP//8M+bOnVtQIRMVefnR4Der5r0qlQrPnj0DANy8eROWlpaa5AYAVKpUCUlJSVp7P0zFBys4iD6TnlSKWmXL4syZM0hOTs6yfLYoSkxMxN9//42GFb6ARMx8JxERFY6+ffsiICAAPj4+cHFxyXbssWPHULduXdjZ2WXYt2zZMqxduzbdUrFEJVV+NPht3rw55s+fn65R78fNe6dPn47p06enO87Dhw8hk8lgaWmZD2dClHf8REOUD3o0qIfw8HCsX79e6FBy5ffff0dMTAx61K/36cFERET5YNu2bTh69Cg2bNjwyeTGmzdvcO/evUynp/z777+YNWsWRowYweQGUQ7kpMFv27ZtMWvWLM2Y0NBQHDx4EFWrVkWFChUyHPPt27dYvXo19uzZg0GDBmnVgz4qnljBQZQPBjVrij/OX8CoUaMQFBSEb7/9Fo6OjkKHlaUnT55g8+bNWLRoESrYWOPbpo2FDomIiEqIhQsXomzZskhMTMTmzZvT7XNzc4Otra3m++PHjwNIXSHsY8uXL0dKSgqcnZ0zHKd27dqoXbt2fodOVGzkpMGvXC5H//79ERcXB29vb4gzqfbt378/zp07h0aNGmHx4sUFHTbRJzHBQZQP7M3N4Dd1ElotXo758+dj/vz5sLGxgbGxMUSiotO8U6VSISYmBsHBwQCAijY2ODtlImxMTASOjIiISopHjx4BAAYNGpRh39mzZ9MlOI4dOwYrKys0aNAgw9iHDx9CoVBg7NixGfbNnTuXCQ6iLOSkwa9cLkevXr1w6tQprF+/Hq1bt870WD/99BP8/PywbNkyuLq6wt/fn1UcJCgmOIjyiYOVFR4vmo/TDx5i742bePLhA2KL4HrgtqYm+NqpMro3qIevqlaBVIdvA0REVDBUKlWOtmXl8OHDWe7z8/PLS0hEJZq6wW9AQACOHDkCV1fXDGNSUlLQtWtX+Pr6YvPmzRgwYECWx3NxcYGLiwtMTEzg4eGBAwcOoGfPngV5CkTZ4icbonykq6MD91o14F6rhtChEBERERGlk5MGv+PHj4evry927tyZabKibdu2sLa2xo4dOzTbnJycAKQuKUskJCY4iIiIiChHxP+fdqlQKASOJG/UcYuL0PRRosKibvC7a9euLJMb58+fx6pVq7Bo0aIsKzFkMhl8fX0RGxsLIyMjAMDt27cBAOXLly+Y4IlyiAkOIiIiIsoRMwMDAND0ctI2ISEh0JFIoK+rK3QoRIUuJw1+Fy1aBGNjY1hbW2cY06xZMzg6OmLcuHE4fvw4XF1d0a9fPwQGBsLLywuVK1dGly5dCu18iDLDBAcREWm92MREHLt7H2cePkRYbBwUSqXQIaWjIxHDysgIbZ2d0b5mdX64Iq1lrK8H59L2OHnyJFJSUqCjRX2cYmNjce7cOTRxrFikGoATFZacNPh9+PAhYmJiMHTo0AxjNm3aBEdHR7i6uuL06dOYM2cOZs2aBWNjY/Tr1w8LFy6Evr5+gZ8HUXa0568SERFRJtafu4CxO/9EglwOABCJREXuQ1dKSgpUKhXW+p2HoUyGdd8NQN/GXwodFlGe9KhfD/MOHcGGDRswYsQIocPJsRUrViAhIQE9G9QXOhSiApfXBr8vX77M0fFbtWqFCxcu5DYsogJXtO4AiYiIcmHD+QsYtnkrHBwcMHHiRHTp0gX29vYQi8VCh5aOUqnEmzdvcODAASxbtgwD1m+EWCxC7y8bCh0aUa4NbdEcm/wvYeTIkXj9+jUGDBiAKlWqCB1WplQqFe7fv49Nmzbht99+Q1V7O/Th7x1pIRFSq46URaxCMSfUMbNyigoDExxERKSV5CkpmLR7L8qWLYvz58+jbNmyQoeUJbFYjPLly2P8+PH4+uuv0aRJE0zc/Rd6Nqhf5JIxRJ9S2twcflMnofWSX7Bw4UIsXLgQZmZmMDY2LlIfYFQqFaKiohAdHQ0AcC5tjzOTJ8LCyFDgyIhyz0RfDwAQHh4OQ0PtuoYjIiIA/HcORAWJCQ4iItJKZwIeIjI+HpNnzizSyY2PVaxYEYMHD4anpycuP3uOppUchQ6JKNccrKzweOFP8Hv8BHuv38TTDx8Qm5QkdFgZVC5TGlVs66FHg3poVrkSJEwokpaqU64cAOD06dOZ9tAoyk6dOgXgv3MgKkhMcBARkVY69/gJAODrr78WOJLc69SpEzw9PeH36DETHKS1pDo6aONcDW2cqwkdClGx16VuHYzYuh3r1q1D3759IZPJhA4pR6Kjo7F582aYGxrCtVpVocOhEoBpbCIi0kqR8fEAAHt7e4EjyT07OzsAQERcvMCREBGRNrAwMsTwFs1x5coVdOnSBbdu3cpR01ChKJVK+Pv7o127dnj69CkmtHWFtIg1AKfiiVcZERFpJYUy9cauqK2YkhNSqRQAoFBpX7M4IiISxop+fRAvl2Ozry98fX1RpkwZlClTRvM3pahISkrCq1ev8OHDBwDAVHc3zPy6g8BRUUmhfXeFREREebB06VK8evUK3t7emm1//fUXevbsmWGsoaEhYmNjNd+/ePECY8aMwdmzZ6Grq4tOnTph5cqVMDEx0YwJDg6Gh4cHTpw4ARMTEwwdOhRTp06FRCIp2BMjIqISQSIWY8Og7zDUpTn+un4Dfz98hDePHyOliK2sIpVIYGdkiIHubujRoD7qli9XpBoQU/HGBAcRERVbCoUCT58+xcmTJzFnzhwMGTIk3f7IyEgAwPr169MlItI+DZPL5XBzc0NwcDBmz56N169fY82aNVAqldi2bZvm57i5ueH9+/eYNm0agoKCMHfuXMTFxeHnn38u+BMlIqISQSwWo2klR/ZvIsoCExxERFRsvXjxAlWrZt3ULDIyEkZGRhkSH2n5+PjgyZMn2Lt3L7p16wYAeP78OXbs2IEVK1bA3Nwcvr6+uH37No4cOYKOHTsCAGJjY7Fs2TLMmzevyJUPExERERVHbDJKRETFlr29PXx8fODj45Pp/sjISFhbW2d7jBs3bgAAvvrqK8222rVrQ6VS4dmzZwCAhw8farar1alTB3K5HM+fP/+cUyAiIiKiHGKCg4iIii0DAwO4ubnBzc0t0/2RkZEwNjbGmDFjYGZmpumdkZCQoBnTvHlzzJ8/H2ZmZppt79+/BwDNNnNzcwCpfTjU1F+bmprm5ykRERERURaY4CAiohIrMjIS9+7dw61bt/Dzzz+jffv22LBhA2bMmKEZ07ZtW8yaNUvzfWhoKA4ePIiqVauiQoUKAICuXbuidOnSmDJlCh48eIAzZ85g9erV6NmzJ2xtbQv9vIiIiIhKIiY4iIioxKpUqRL69euHs2fPYtSoUdi9ezdq1aqF33//PV0Vh5pcLkf//v0RFxcHb29viMWpf0bNzc1x+PBhXL16FdWrV4erqyvs7e2xYcOGwj4lIiIiohKLCQ4iIiqx5s2bh+3bt0NXV1ezrXnz5khMTMTLly/TjZXL5ejVqxdOnTqFdevWoXXr1pp9Dx48QLt27dC8eXP8+eef2LBhA+Lj49GmTRvEx8cX1ukQERERlWhcRYWIiCgNIyMjAEBERIRmW0pKCrp27QpfX19s3rwZAwYMSPea6dOnw8DAAIcOHdKsmNKsWTM4OTlh3bp1GD9+fKHFT0RERFRSsYKDiIhKpNjYWFSvXh2rVq1Ktz0oKAhA6gosauPHj4evry927tyZIbkBAM+ePUPFihXTLQfr6OgIiUSCR48eFdAZEBEREVFaTHAQEVGJZGRkhNDQUPz111+abQkJCfDx8UHFihXh4OAAADh//jxWrVqFBQsWoGfPnpkey9HREffu3UN0dLRm28WLF6FQKFC+fPkCPQ8iIiIiSsUpKkREVGLNnDkTY8eORc+ePdGsWTP8+eefCA4Ohre3t2bMokWLYGxsDGtra2zevDnd65s1awZHR0eMHz8eR44cgYuLCwYOHIjo6GisXLkSpqam+Pbbbwv5rIiIiIhKJiY4iIioxBo9ejQSEhLg7e2NgwcPwsnJCXv27EGPHj00Yx4+fIiYmBgMHTo0w+s3bdoER0dHtGrVCkePHsWCBQswd+5c6OnpoWnTpvD09ETp0qUL85SIiIiISiwmOIiIqERQqVQZtolEIkyZMgVTpkzJ8nUfr6aSFXd3d7i7u+c1PCIiIiL6TOzBQUREWk2pVAodQq5pY8xERERERR0rOCjP0t6gP/nwAaGxsQJGQ5Q34XFxmq/5oVO7GOvJAABRUVEwNzcXOJrciYyMBACY6OkJGwgRERFRMcIEB+VZeHi45utmCxcLGAlR/ggPD0epUqWEDoNyqEaZMgCAs2fPYtCgQQJHkztnz54F8N85EBEREdHn4xQVIiLSSp3r1IaORIINGzYgOTlZ6HByLCkpCZs3b4aBTAb3mtWFDoeIiIio2GAFB+WZhYWF5uv96wNgZmolYDREeRMZFYquQ6sBSH9NU9FnYWSIb5s0wsYL/ujduzeWLl2KChUqCB1Wth4/fgwPDw/cvn0b49p8BQOZTOiQKIc4LZOKA07LJKLijgkOyjOx+L8CIDNTK1iYWQsYDdHnS3tNk3ZY+90AxCQm4q/9+7F//35Ur14dZcuWha6urtChpSOXy/Hy5Us8fPgQADCoWVP80runwFFRbnBaJhU3nJZJRMURExxERKS1dCQS7BwxDN81bYK/rt/A6YBHePbkCVKUCqFDS0dHLIGVsRGGNG+GHg3qwdW5GhNqRERERPmMCQ4iItJqOhIJOtSqiQ61agodChVjnJZJxYE2Tsvk9DAqDjg9rPAwwUFERET0CZyWScWNtlSRcXoYFTecHlawtOOdjYiIiIiIiIgoG6zgICIiIiKiIonTw6g40MbpYdqKCQ4iIiIiIiqSOD2MihttmR6mrfhfl4iIiIiIiIi0HhMcRERERERERKT1mOAgIiIiIiIiIq3HBAcRERERERERaT0mOIiIiIiIiIhI6zHBQURERERERERajwkOIiIiIiIiItJ6THAQERERERERkdZjgoOIiIiIiIiItB4THERERERERESk9ZjgICIiIiIiIiKtxwQHEREREREREWk9JjiIiIiIiIiISOsxwUFEREREREREWo8JDiIiIiIiIiLSekxwEBEREREREZHWY4KDiIiIiIiIiLQeExxEREREREREpPV0hA6AiIiIiLRPWMQHnL6wD6cv7MWbwH+RkBgndEgZGOgZ4YtyVeHavDtaN/sGZiaWQodEREQFiAkOogKQnJKM8MhgJBbBmz09PUNYmNlAqiMVOhQiItJSDx7fwPfTXBETGwU9PT3UqFEDRkZGEIlEQoemoVKpEB0djet3/8alGyewavMs/LH0LCqUryp0aEREVECY4CDKRzfunsPBExtx7vIhxMRGCR1OlkyMzNCq6Tfo4jYEdao3FTocIiLSIi/fPMb301yRopBj48aN6NGjB4yMjIQOK0uRkZHYsWMHxo8fj2GTW2HnqhsoZV1G6LCIiKgAMMFBlE+O/70TsxYPgFKpRL169dCkSZMi+TQrJiYG/v7+OHRiE46e3grPGX+ijUt3oUMjIiItsd9nPWJio3D48GF8/fXXQofzSWZmZhg1ahQMDAwwePBgHD+zA4N6TxU6LKI8Cwp+jdPn9+Lanb8RFRMOpVIhdEjpSMQ6MDezRpP67fBVs66wNC8ldEhUgjDBQZQP7jy4hFmLB8De3h4+Pj6oXr260CF90p07d+Du7o5pC3ujtO1VVKtcT+iQiIioiFOpVDh9/i+UK1cOHTt2FDqcXOnXrx88PDxw8vweJjhIK6lUKqzZOg/rtv8EAJBKpbC0tIRUWrSmHcvlcjx4cg1+lw7B03s0pvywAr07jxI6LCohmOAgygdHT22FUqnEoUOHtCK5AQC1a9fGvn370KRJExw9vY0JDiIi+qSYuCgEfniFgQMHFqkKxZzQ1dWFi4sLjh8/DpVKpXXxE/2xYwHWbf8JderUwezZs+Hm5gZ9fX2hw8pUTEwMjh49irlz58LTezSkUl10cx8mdFhUAjDBQfSZVCoVzvjvR7Vq1VC3bl2hw8mVRo0aoUKFCjh9YS+m/PCb0OFQDimVSs3XTz58QGhsrIDREOVNeNx/TZjTXtNUtMXFRwMAzM3NBY4kb8zNzaFQKJCYGA99fUOhwyHKsfiEWGzYtRDVqlXD33//DTMzM6FDypaxsTH69OmDFi1aoGHDhvh961x0aTcYEolE6NComGOCg+gzxcXHICIyBJ27dBA6lFwTiURo1KgRdu7cCbk8Cbq6MqFDohwIDw/XfN1s4WIBIyHKH+Hh4ShVinO0tYFKpQIAiMXiHI1funQpXr16BW9v73Tb79y5g7Fjx+LatWswMTFB3759sWTJEujq6mrGHDhwADNnzsSzZ8/g6OiIRYsWoVOnTumOExkZiXHjxuHIkSNQKpVo164dvL29YW1tnWk86rhVUOX4nImKggtXjyFJnogffvihyCc30rK3t8d3332HhQsX4s4Df9Sr6SJ0SFTM5eyvExFlKTEpHgCKdAf57KjjTiiCS9oSEZH2USgUePToEVasWIE5c+Zk2B8WFgZXV1e8ePECCxcuROvWreHl5YX58+drxjx48AA9evSAjo4OFi9eDEtLS3Tt2hX+/v6aMSqVCp07d8bu3bsxevRoTJw4EUePHkWHDh1YFUTFzt2AywCA9u3bCxxJ7rm7uwMA7gZcEjgSKglYwUGUT3I6lzerp1lqSqUSjRo1wvXr1xESEgIrKysAwPXr19GwYcNMX5N2HABs3rwZCxcuRFBQEBo1aoTff/8dFStW/Ky4qeiwsLDQfL1/fQDMTK2yGU1UNEVGhaLr0GoA0l/TpP1evHiBqlWrZrl/+/btCAsLw40bN1CvXmr/p7t378Lb21uT5PDy8oJCocDhw4fh4OCAkSNHwsHBAfPnz4evry8A4MKFCzh//jyWLVuGiRMnAkhdMWXs2LH4+++/4erqWsBnSlR4YmIjAQA2NjbCBpIH6phj46IEjoRKAiY4iAqBQqHA06dPcfLkScyZMwdDhgzJcuwff/yB69evZ9geGRkJAPD09MxQym1sbKz5eufOnRgyZAhGjhwJR0dHLF68GO3bt8f9+/chk3EKSnGQtjTczNQKFmaZl2ITaYucTncg7aBeUQzI/GnzjRs3YGpqqkluAECtWrXw6NEjhIaGwsrKCvfu3YO1tTUcHBwAADKZDG5ubti5cyeSk5MhlUqxa9cuiEQifPfdd5rj9OvXD+PGjcOePXuY4KBiRaVKrUrSxh4W6phZWUWFgQkOokLwqadZamFhYZgxYwaMjIwQ+1HjSHWCY+jQobC0tMz09SkpKZg2bRrGjRuHX375BQBga2uLPn364MKFC7zZIyKiAmdgYAA3N7cs93fq1ClDReL79+8hFos1Cfvo6Gjo6KS/TbWysoJcLsfLly9RqVIlXLlyBeXKlUtXwWhhYYFy5crh2rVr+XhGRNonq4phf39/jB07FgEBAfjiiy8wceLEDA/e3rx5g9GjR+Ps2bPQ1dVF9+7dsXz5chgapm/Mm5uKYaLCwkcmRIVA/TRL/UQrK9OmTYNMJsPw4cMz7IuMjIREIsm2c/3ly5fx5s0bDBw4ULOte/fuCAkJQfPmzfMcPxERUX7p0aMHxowZo/n+8ePHuHjxItq0aaOpNCxbtixCQkLSJfsfP34M4L9Gy0FBQbC1tc1wfFtbW7x//74gT4GoSPpU/5sPHz6gffv2MDQ0xJIlS1C1alUMHToUe/fu1YxJSEiAq6srLly4gJkzZ2LIkCFYv349vv3223THUlcMt23bFvPnz8c///yD9u3bIykpqcDPkyg7rOAgKgSfepoFANeuXcOGDRuwfft2PHnyJMP+yMhImJmZYcGCBVi5ciXi4uLQvn17rFu3TlPRce3aNYhEIiQnJ6Nu3bp4+PAhmjZtik2bNqV7wkVERFQUREVFoXfv3tDX18fy5cs127t06YKTJ09i+vTpGDt2LHx9fXHhwgUAQHJyMgAgIiIClStXznBMqVSKiIiIwjkBoiLkUxXDXl5ekMlkOHHiBPT19TFq1ChUrFgRa9euRffu3QEAf/31F548eYK9e/eiW7duAFIrhH/55Rf8+++/cHR0ZMUwFWms4CAqApRKJUaNGgUXFxf07ds30zGRkZEICwvDnj17MHv2bHz33XfYv38/hg4dqhnz6tUrSKVS9O/fH61atcK0adNw4cIF9OrVq7BOhYiIKEeioqLg5uaGR48eYe/evXB2dtbsGzJkCNzc3ODt7Y3KlStj8+bNGDx4MID/Vv+ytLREdHR0huNGR0ezcS2VSJ+qGL5z5w6aNm0KfX19AKn9jypWrIg3b95oxuzatQtmZmbo0qWLZlv//v0BAHv27AHAimEq2ljBQVQErFu3Dnfu3MHt27ezHFOmTBl07twZmzZt0kxTCQoKwsGDB/H8+XNUqFABcXFxkMvl6Nu3L2bPng0gtdRw8eLFuHLlCho1alQo50NERJSdmJgYuLq6IiAgAEeOHMnwxFdXVxc+Pj64e/cu4uPj0bBhQ0yYMAEAUK5cOQCAnZ1dplNRQkNDYWdnV/AnQVTEfKpi+Pjx4+m+VygUePLkCRwdHTXbrly5glq1aqVrZlqjRg1IJBJNbxtWDFNRxgoOIoGFhYVh5syZ6N+/P6ysrPD+/XvNnOPg4GDNXOORI0fi4MGD6XpwqLPk6nnJUqkUADQlhQDQsmVLAMA///xT4OdCRESUE3379kVAQAB8fHwyLWf39/fHoUOHUKtWLTRu3BgSiQT37t1DhQoVNNUZTZo0QWBgIF6/fq153du3bxEYGIjGjRsX2rkQaaMHDx5g1KhRePPmjab3W2JiIiIjIzP0ttHR0dHcowKsGKaijQkOIoHdv38f4eHh2Lx5M+zs7GBnZ6eZh+zs7IyuXbtm+Vp1ma56rrH6pk9PT08zRp0QCQsLK5D4iYiIcmPbtm04evQoNmzYABcXl0zH7N27F927d0doaCgA4PXr17h48WK6D1C9e/cGAOzevVuzbd++fQBSG5kSUdaqV6+OtWvX4ocfftD8LqnvJ3V1dTOMT9vbJm3F8PLlyzF37lx4eHjg8uXLuHLlSuGdBFEmOEWFSGA1a9bMMFdy+/bt2LFjB3bv3g0HBwcAqU+qWrVqhZ9//lkzLigoCEDqnEsAcHJyApB6I1ihQgUAqXOcAWTaaZ6IiKiwLVy4EGXLlkViYiI2b96cbp+bmxtsbW0xbNgwrFy5El27dkXPnj2xZs0aWFpawsPDQzO2SZMmaNmyJWbPno2YmBhIpVJ4enqiUaNGWSZOiCjVn3/+CT8/P6xevRq6urr49ddfNQ/KsuptU6ZMGQBZVwwvXrwY//zzD6dEk6CY4CASmIWFRYb5kursd+vWrTVzGZVKJXbv3o2ffvoJEokESqUSBw8ehLGxMRo2bAgAcHV1hUQiwa5duzRTU86dOwcAqFOnTiGdERERUdYePXoEABg0aFCGfWfPnoWtrS2qVauGnTt3YurUqZgyZQoaNWqEvXv3wtraWjNWJBLhwIEDGDduHFauXAmlUomOHTti1apVEItZpEyUnV69eqFXr14ICgrCihUrMHXqVNja2sLCwgIhISHpxsrlcsTExGh627BimIoyJjiItMTMmTPRqVMnuLm5oVOnTvD19cXdu3exdOlSGBgYAABKly6NoUOHYu3atZBKpbC0tMTSpUvRqlUr1KxZU+AzICKikkalUuVoW2Z69uyJnj17ZjvGzMwMW7ZsyVNsRCVJSEgIGjdujLFjx2Ls2LGa7U5OTjh06BBevnwJW1tbNGnSBGfOnEFSUhJkMhkA4OrVq1CpVJreNqwYpqKM6W0iLfH1119j06ZNePXqFSZOnIgnT57A29sbkyZNSjfOy8sL48ePx65du7Bs2TK4u7tjx44dAkVNREREREKzsLBAaGgojh07lm67egU/9epEvXv3RkJCAg4fPqwZs3//fgCpS8EC6SuG1VgxTEUFKziICllOnlzNmzcP8+bNy7B94MCB6dYcz4xMJsOvv/6KX3/9NY8REhERZU4sSn02lpKSInAkeaOOWyTiMz4qWSQSCcaOHYv58+ejT58+aN68Oa5cuYJTp05hwIABmn5u3bp1w4IFCzB8+HA8f/4c4eHhWLFiBXr27IkvvvgCACuGqWhjgoOIiIiIcsTYyAwA8OHDB2EDyaMPHz5AKtWFnkxf6FCICt28efNgb2+PVatW4fDhwyhTpgwWLVqEiRMnasbo6enh1KlTGD16NBYsWABdXV0MGzYMv/zyS7pjeXl5QV9fH1u3bkViYiLc3d2xZs2awj4logyY4CD6TDo6qZ2k5XK5wJHkTVJSEoD/zoOIiCgrhgbGqFyhFk6ePInk5GTNagraIDo6GufPn0cd52YQiURCh0NUoDKrGBaLxfj+++/x/fffZ/vaMmXK4ODBg9mOYcUwFVWszyP6TEaGptCR6ODFixdCh5InL168gExXDwb6RkKHQkREWqCNSw+Eh4fD29tb6FByZcmSJUhKSkLbFtk3LiUqkv6flFMqlQIHknvqmJlYpMLABAfRZ9KR6KBhna9w9uxZRERECB1OrgQHB+PChQtoXL8d/+gQEVGOdHUfinKlK2HChAkYO3Ysbty4keOVUQqbUqnEpUuXMHToUPz888+o4lgH7Vr1FjosolwzNjQFoJ3LsIaHhwNIfShIVNA4RYUoH7Rt0ROXbpzA6NGjsXXrVkgkEqFD+qTk5GSMGjUKSqUSbVx6CB0OERFpCUvzUli/zA8jp7fFypUrsXLlSkilUhgZGRWpZLlKpUJMTIymsWj1Kg2x6mcfzQdFIm1StVI9AMCpU6cwZMgQgaPJnZMnTwL47xyIChITHET5oMNX/eF3+TB27tyJp0+fol+/fmjatCmMjY2L3M1edHQ0Ll68iO3bt+PWrVto49KD5bpERJQrNlb2+GvtPdx/dBWnz+/Fm8B/EZ8QK3RYGRgYGOOLslXQxqUHqlaqW6T+JhPlRssmnSHVkWLt2rXo27cv9PW1o1FuZGQkNm/eDFMTCzSo3UrocKgEYIKDKB9IpbpYOmsPPFeNwfEz2zF+/HihQ/okfX1D9Pz6B0z+4TdI2WCUiIhySSwWo1a1xqhVrbHQoRAVeyZGZujecSR2HVyBjh07YsGCBfjyyy8hFhfNjgMpKSk4f/48pk6dimfPnmHskEW836RCwQQHUT6RSnUxe/xaTPr+V/hf98Hrd08RFx8jdFgZGBoYw6FsFTSp347L5BERERFpickjf0WSPAH7j/+BJk2awMbGBqVLly5yqxklJSXhzZs3mt4bw/vNxqBeUwWOikoKJjiI8pm+ngFcm3cTOgwiIiIiKkbEYjFmj1+Lbu7Dcer8X7h2+wyCg8KhUKYIHVo6OhIpSttUQnf3dmjr0gMVHZw5PYwKDRMcREREREREWkAkEsHZqT6cneoLHQpRkVQ0J20REREREREREeUCExxEREREREREpPWY4CAiIiIiIiIircceHEREpNVUKhXuBlzWNFyLig6DQqkQOqx0JBIdmJlYoVG9Nmjj0gPVnRqw4RoRERFRPmOCg4iItJZSqcQCr++x//gfAIDSpUujQqVyRW7JPLlcjtevX2PrX8uw9a9l6N/NAxNHLGeSg4iIiCgfMcFBRERaa/naidh//A+4urrC09MTdevWLbJJA6VSiWvXrmHy5MnYvu9XGOgZ4YeBPwkdFhEREVGxwR4cRESklWLjorHnyGrUq1cPR44cQb169YpscgMAxGIxGjVqBB8fH1SrVg07DvyGJHmi0GERERERFRtMcBARkVY6d/kwkpPlGDZsGPT09IQOJ8eMjIwwaNAgxMXH4NKNE0KHQ0RERFRsMMFBRERa6dG/twEArq6uAkeSe23atAHw3zkQERER0edjgoOIiLRSXEIMAMDCwkLgSHJPHXNcfLTAkRAREREVH0xwEBGRVlKpVABSe1vkxNKlSzF69Ogs9yuVSjRs2BAikQihoaHp9gUEBKBFixbQ19eHo6MjFi1aBKVSmW7Mu3fv0KlTJxgYGKBcuXKYOHEiEhMz77Ghjll9DkRERET0+biKChERFVsKhQJPnz7FyZMnMWfOHAwZMiTLsX/88QeuX7+eYXtiYiLat28PMzMzeHp64v79+5gxYwakUikmTZoEIDVR0a1bNwQFBWHBggUIDAzEb7/9hqSkJHh7exfY+RERERHRf5jgICKiYuvFixeoWrXqJ8eFhYVhxowZMDIyQmxsbLp9W7duRVBQEC5fvgx7e3sAwNOnT7F27VpNguPUqVO4evUqrl+/jvr16wMAQkJCsH79enh5eUEikeTzmRERERHRxzhFhYiIii17e3v4+PjAx8cn23HTpk2DTCbD8OHDM+y7desWqlevrkluAEClSpXw5s0bzfc3b96EpaWlJrmhHpOUlISQkJB8OBMiIiIi+hRWcBARUbFlYGAANze3bMdcu3YNGzZswPbt2/HkyZMM+3///fcM2x4+fJgu4TF9+nRMnz49wxiZTAZLS8s8Rk9EREREucEKDiIiKrGUSiVGjRoFFxcX9O3b95Pjnz17hh9//BGXLl3CiBEjMh3z9u1brF69Gnv27MGgQYMglUrzO2wiIiIiygQrOIiIqMRat24d7ty5g9u3b+do/FdffYVXr16hU6dOmDBhQqZj+vfvj3PnzqFRo0ZYvHhxfoZLRERERNlgBQcREZVIYWFhmDlzJvr37w8rKyu8f/9e02A0ODgY4eHhGV6zevVqTJ48Gb6+vujZs2emx/3pp5/w448/4sGDB3B1dUVycnKBngcRERERpWIFBxERlUj3799HeHg4Nm/ejM2bN6fb5+zsjBYtWsDPzy/ddnd3d7i7u0Mul8PLywvXrl1Dw4YN041xcXGBi4sLTExM4OHhgQMHDmSZDCHtoVQqNV+/evsEkVGhAkZDlDdRMf8lbtNe00RExQUTHEREVCLVrFkzw+oq27dvx44dO7B79244ODgASE12dOjQAUuWLNGMc3JyAgA8f/4cDRs2RNu2bWFtbY0dO3ZkOoa0X9qKnkEezQSMhCh/hIeHo1SpUkKHQUSUr5jgICKiEsnCwiLDCitXrlwBALRu3RpWVlYAALFYjCNHjsDT0xNicerMTnXPjvLlywMAZDIZfH19ERsbCyMjo0zHEBEREVHBYoKDiIgoGx4eHhgyZAg6dOiAjh074uHDh9i4cSNcXFzQqFEjAMC4ceNw/PhxuLq6ol+/fggMDISXlxcqV66MLl26CHsClC8sLCw0X59c/xPMTY0EjIYobyKiYtF26BwA6a/poozTw6g44PSwwsMEBxERUTYGDx4MExMTeHp6YurUqbCxsYGHhwfmzp0LkUgEAHB1dcXp06cxZ84czJo1C8bGxujXrx8WLlwIfX19gc+A8oO6egcAzE2NYGlmLGA0RJ8v7TVdlHF6GBU3nB5WsJjgICKiEkGlUn1yzLx58zBv3rwM27t3747u3btn+9pWrVrhwoULeQ2PiIiIiD4TExyUZywZpOKAJYNERERFF6eHUXGgjdPDtBUTHJRnLBmk4oYlg9pFXV6dkpIicCS5p45ZLNKOEnEiIqFwehgVN9oyPUxb8b8uERFpJWNDMwBAcHCwsIHkwYcPHwAAxkZmwgZCREREVIywgoPyjCWDVBywZFB71XJuAgA4duwYqlatKnA0uXPs2DEAQJ3qrH4jIiIiyi9McFCesWSQihuWDGqXJvXbwdDAGGvXrsV3330Ha2troUPKkcDAQGzcuBEW5jaoW8NF6HCIiIiIig3ezRMRkVaS6erh+29/xL///ouWLVtix44diI6OFjqsLEVGRmLLli1o0aIF3r59i1EDF0AikQgdFhEREVGxwQoOIiLSWgO6eUChSMGKDdPQv39/iEQimJmZQVdXV+jQ0pHL5YiMjIRKpYJEIsH0MavQzX2Y0GERERERFStMcBARkVYb2HMyOrX5Dmcu7sfV26cRFRMOhaJorawikejArIYVmtRvh1ZNu8DMxFLokIiIiIiKHSY4iIhI61mY26DH19+jx9ffCx0KEREREQmEPTiIiIiIiIiISOsxwUFEREREREREWo8JDiIiIiIiIiLSekxwEBEREREREZHWY4KDiIiIiIiIiLQeExxEREREREREpPWY4CAiIiIiIiIirccEBxERERERERFpPSY4iIiIiIiIiEjrMcFBRERERERERFqPCQ4iIiIiIiIi0no6QgdARERERNonPiEJZ6/dg++FW3j5LhjxiUlCh5SBob4MFcvZoX3zemjRoDpkulKhQyIiogLEBAcRERER5cqz10HoO3k5QsKjIBKJ4ODgACNzG4hEIqFD01CpVIiOjsahM1dx6MxVlLWzxs6lE1G6lKXQoRERUQFhgoOIiIiIcuzt+1D0mbQckTFxWLx4Mfr37w97e3uhw8rSq1evsGnTJvz000/oO3k59nlNg5W5idBhEX2WFIUCT168Q2RMHBRKldDhpKMjEcPC1BiVyttBLGZHBCpcTHAQERERUY7t9rmA0IgobN++Hf369RM6nE8qX7485s2bB3Nzc4wfPx6H/r6KId3aCB0WUZ68Cw7D6p3HcdL/NsIiY4QOJ1u2VuZwa14Xo/t1gIWpsdDhUAnBBAcRERER5YhKpcLx8zdha2uL3r17Cx1OrgwfPhwzZ86Ez/mbTHCQVnr7PhR9Jy/H2/ehqFatGoaP7IzSpUtDKi1avWXkcjlevnyJAwcOYPOBM7h85zF2LJ3AJAcVCiY4iIiIiChHYuIT8OLtBwwYMAASiUTocHJFX18fLVq0wIkTvlCpVEWqXwhRToyYtxrvPoRhw4YNGDx4sNDhfNLSpUuxZMkSTJs2DRMXb8SmheOEDolKAE6KIiIiIqIciYlLAABYWmpno05LS0soFEokJMqFDoUoV568fIeHz95g6NChWpHcAACRSISpU6eiY8eOuHAzAKER0UKHRCUAKziI8plKpcLdRy/w4u2HIrlknoGeDBXK2aJmZQc+vSIiotz5fy/DnFZvLF26FK9evYK3t3e67f7+/hg7diwCAgLwxRdfYOLEiRgyZEimx7hx4wYGDhyIf/75J8O+yMhIjBs3DkeOHIFSqUS7du3g7e0Na2vrTI+ljluFotWUkehTTvnfAQCtmxoGpMZ89OhR/H31Hnq6NRM6HCrmmOAgyidKpRKrdh7Hbp8LCAwOFzqcTypdyhJ9OrhgZO/2THQQEVG+USgUePr0KU6ePIk5c+ZkSFx8+PAB7du3R+3atbFkyRL4+flh6NChMDU1Rffu3TXjXr16hevXr2Py5MkwNDTM8HNUKhU6d+6Mq1evYsqUKZBKpfD09MSLFy9w5coVrt5AxUpgSOq9Za1atQSOJPfUMWvD/TFpPyY4iPKBUqnEnJU7sfPoOZQvXx6TJw9BkyZNYGxsXKSSByqVCtHR0fD398eePXuwbOMBhIZHY/YPvYpUnEREpL1evHiBqlWrZrnfy8sLMpkMJ06cgL6+PkaNGoWKFSti7dq16RIcTZs2xbt37wAAzs7OGY5z4cIFnD9/HsuWLcPEiRMBAGZmZhg7diz+/vtvuLq65vOZEQknMSl1WpW+vr7AkeSeOmb1ORAVJCY4iPLB8fM3sfPoObi6uuLw4cNF/o/PN998gx9//BEdOnTA5oNn0Ki2E9o2rSN0WEREVAzY29vDx8cHANC+ffsM++/cuYOmTZtq/laKxWJUrFgRb968STdu+/btSExMxJQpU6BUKjMcZ9euXRCJRPjuu+802/r164dx48Zhz549THBQsZTTB1JZTQ+7c+cOxo4di2vXrsHExAR9+/bFkiVLoKurCwAYOHAgtmzZkukxX7x4AQcHB4SEhMDGxibTMdevX0f9+vXzFDNRfmCCgygfHPW7DrFYjG3bthX55IaaoaEhtm3bhnLlyuHYuRtMcBARUb4wMDCAm5tblvuPHz+e7nuFQoEnT57A0dEx3faWLVsCADw9PREaGprhOFeuXEG5cuVgZWWl2WZhYYFy5crh2rVrn3EGRNrpU9PDwsLC4OrqCn19fSxcuBDXrl2Dl5cXjI2NMX/+fADA0KFDNb97anv37sWxY8c097iRkZEAgEmTJmWorvriiy8K5uSIcogJDqLPpFAoce76P2jWrBlsbW2FDidXypYtiy+//BJ/X7nLJfOIiKjQPXjwACtXrsSbN2+wZMmSXL02KCgIDg4OGbbb2tri5cuX+RMgkRb51PSw7du3IywsDDdu3EC9evUAAHfv3oW3t7cmwdGsWTM0a5a+Eej69etRpUoVlCpVCsB/CY7evXtrjkNUVLD7EtFniolLQJI8GU5OTkKHkidOTk6IS0jkknlERFToqlevjrVr1+KHH37I9eoQERERmrL6tKRSKSIiIvIrRCKtoZ4epp4i9rEbN27A1NQ0XVKiVq1aiIyMzLRKCgDCw8Nx5coVdOjQQbNNneDIarUiIiGxgoPoMyWnpAAA9PT0BI4kb9TlhvLkFBjoywSOhnIi7Vz0V2+fIDIq85sSoqIsKua/bvqZ9VegkuHPP/+En58fVq9eDV1dXfz66685fq2lpSWio6MzbI+OjoaFhUV+hkmkFT41PaxTp05o2LBhum3v37+HWCyGsbFxpq/x9fWFQqGAu7u7Zps6wbF3714sX74cYWFhaNasGf744w9OUSHBMcFBVMiyavrk7++PsWPHIiAgAF988QUmTpyYYe5kQEAARo4ciWvXrqF06dIYMmQIpk6dqlkKL7dNn0g7hYf/98FwkAfXkyftFx4eril9ppKlV69e6NWrF4KCgrBixQpMnTo1x9M97ezs8P79+wzbQ0NDYWdnl9+hEmm9Hj16pPv+8ePHuHjxItq0aQOZLPOHXMeOHYOJiQmaN2+u2aZOcHh5ecHDwwNhYWFYunQpunXrhps3b3LKMwmKU1SICoFCocCjR4+wYsUKzJkzJ8P+Dx8+oH379jA0NMSSJUtQtWpVDB06FHv37tWMSUxMRPv27REZGQlPT0+0bNkSM2bMwC+//KIZk7bp06ZNm9L9jxl1IiISWkhICBwdHbFixYp0252cnKBUKnPVO6NJkyYIDAzE69evNdvevn2LwMBANG7cOL9CJiqWoqKi0Lt3b+jr62P58uWZjlEoFPD19UWbNm0glUo12y0tLdG+fXv4+flh0qRJWLRoEUaPHo3bt2/Dz8+vkM6AKHOs4CAqBJ9q+uTl5QWZTIYTJ05AX18fo0aNQsWKFbF27Vp0794dALB161YEBQXh8uXLsLe3BwA8ffoUa9euxaRJkwCw6VNJkbb0+uT6n2BuaiRgNER5ExEVi7ZDUxO+nE5QclhYWCA0NBTHjh3D2LFjNdtv374NAChXrlyOj9W7d294e3tj9+7dmDx5MgBg3759ADI+qSai/0RFRcHNzQ2PHj3CwYMHM6yEonblyhWEh4enm54CAF27dkXXrl3TbWvevDm8vLzw6NEjtGrVqsBiJ/oUJjiICoG66RMAtG/fPsP+O3fuoGnTppp+GGKxGBUrVsSbN280Y27duoXq1atrkhsAUKlSJVy9elXzPZs+lQzqKUkAYG5qBEuzzOfNEmmLtNc0FW8SiQRjx47F/Pnz0adPHzRv3hxXrlzBqVOnMGDAgHR/4z6lSZMmaNmyJWbPno2YmBhIpVJ4enqiUaNGcHFxKcCzINJeMTExcHV1RUBAAI4cOQJXV9csxx47dgwikSjTe9ePGRmlPmxhg18SGhMcRIXgU02fjh8/nu57hUKBJ0+ewNHRUbPt999/z/C6hw8fprsZZNMnIiIq6ubNmwd7e3usWrUKhw8fRpkyZbBo0SJMnDgxV8cRiUQ4cOAAxo0bh5UrV0KpVKJjx45YtWoVk2ZEWejbty8CAgLg4+PzyUTgsWPHULdu3Qw9bbp37w4jIyNs3rxZsy0oKAgAcpWkJCoITHAQFTEPHjzAypUr8ebNGyxZsiTTMc+ePcP27dtx6dIleHp6araz6RMRERUlKpUqwzaxWIzvv/8e33//fY6Okd2cfjMzM2zZsiWv4RGVKNu2bcPRo0exa9euTyY33rx5g3v37mH27NkZ9uno6ODgwYOIioqCqakpAGD//v0Qi8WcnkKCY4KDqIipXr06AOCHH35A7969Mx3z1Vdf4dWrV+jUqRMmTJig2a5u+rRq1SpNxUZCQgK8vLzg5+fHPzpEREREJdTChQtRtmxZJCYmpqu+AAA3N7d0Kxipq4s7dOiQ4TjTpk3D3r174erqiv79++P69es4cuQIRo0ahfLlyxfoORB9ChMcREXMn3/+CT8/P6xevRq6urr49ddfM4xZvXo1/Pz84OXlhZ49e+LAgQMA2PSJiIgK2P8LARUKhbBx5JE6bjErGqkEevToEQBg0KBBGfadPXs2XYLj2LFjsLKyQoMGDTKMrV27Ng4dOoSZM2di8uTJKFWqFObOnZtptQdRYWOCg6iI6dWrF3r16oWgoCCsWLECU6dOTfcHBwDc3d3h7u4OuVwOLy8vXLt2DQ0bNsz0eGz6RERE+cXE0AAAEBoaKnAkeRMaGgodiQR6Ml2hQyEqUJlND8tsW1YOHz6c7f4OHTpkWt1BJDR2YCISWEhICBwdHbFixYp0252cnKBUKvHy5UsAgLOzM6ZMmZJhDAA8f/4cQGrTp4EDB6Ybw6ZPRESUX4wM9FCxnB1OnjypdVUc8fHxOHfuHGpV+YI9qYiIiikmOIgEZmFhgdDQUBw7dizd9tu3bwMAypUrByC1KduRI0egVCozjFHPd0zb9EmNTZ+IiCi/iEQiuDevh+DgYGzdulXocHJl9erViI+PR4cW9YUOhSjXpDqphfeJiYkCR5J76phlUqnAkVBJwAQHkcAkEgnGjh2LkydPok+fPli9ejW+/fZbnDp1CgMGDNBUXnh4eODRo0fo0KEDVq1ahdGjR2Pjxo1wcXFBo0aNAKQ2fYqNjYWrqyu8vLzQv39/HDlyBCNHjmTTJyIiyhe93JvD1socQ4cOxfz58zWVhkXVkydPMH36dEyePBkOpUuhU+vMp3QSFWWlLM0A/NdHQ5uoY7a2NBU4EioJ2IODqAiYN28e7O3tsWrVKhw+fBhlypTBokWLMHHiRM2YwYMHw8TEBJ6enpg6dSpsbGzg4eGBuXPnakpt2fSJiIgKmr2NBXYum4R+k5djzpw5mDNnDmxtbWFsbFykpn6oVCpERUUhODgYAOBQuhR2LpsIC1NjgSMjyr3WjWpi5Y6j2Lt3Lxo3bix0OLmyd+9eAECrL2sIHAmVBExwEBWyzBo8icVifP/99/j++++zfW337t3RvXv3bMew6RMRERU0h9I2+HvzAly8GQCfCzfx6l0w4hIThA4rg7LWJmhZtzLcXeqhcZ0qmjJ/Im1T08kBZWytsGrVKrRr1w5t27YVOqQc2blzJ3bv3o261SqitI2l0OFQCcB3eaJ8kpvO1EWJtsZNRETCkulK8VXjWviqcS2hQyEq9kQiEVbP+R4Dpv6KDh06oG3btujcuTPKlCkDaRHrbZGUlISXL19i//798PPzg62VOZZNGSx0WFRCMMFB9Jlkuql/VBISit6Tq5yIj48HAOjJitYfRyIiIiL6T/VK5bF9yQQs3bAfJ0+cwPHjx4UOKVsyXSlcG9fC9OE94FDaRuhwqIRggoPoMxkZ6MHY0AB37twROpQ8uXPnDixMjaEn0xU6FCIiIiLKhrNjOWxeNB4R0bG4fv8pImPioFAoP/3CQqQjkcDCzAgNa1SGsaG+0OFQCcMEB9FnEovFaNOkFvafuoynT5+iUqVKQoeUYw8ePMA///yD3u7NhQ6FiIiIiHLI3MQIbZvWEToMoiKHy8QS5YPOrb8EAHzzzTf48OGDwNHkTGBgILp16wbgv/iJiIiIiIi0FSs4iPJB8/rOmDG8Bxau+wvly5dHu3bt0LRp0yK5ZF50dDQuXryIkydPQi6XY96oPviylpPQoREREREREX0WJjiI8snQHm1ha22OP49fwNGjR3H48GGhQ8qSRCJG41pV0LuDC9xd6gkdDhERERER0WdjgoMoH3Vs2QAdWzZAeFQM3gSFIi4hUeiQMjDU10M5e2uYmxgJHQoREREREVG+YYKDqABYmBrDwtRY6DCIiIiIiIhKDDYZJSIiIiIiIiKtxwQHEREREREREWk9TlEhIiKtplAoceXuYxw/fwOXbj9CRHQslEqV0GGlI5GIYW5ihOb1qsHdpR4a1KgEsZjPGIiIiIjyExMcRESktRQKJSYv3YSDZ64AACpVqoR6Ts6QSqUCR5aeXC7H69evse3wWWw7fBZ9O7bAT2P6MslBRERElI+Y4CAiIq0113snDp65gg4dOmDJkiWoVq2a0CFlSaVS4f79+5gwYQJ2Hj0DIwM9TBvWXeiwiIiIiIoNPjoiIiKtFB0bj798L6JRo0bYv39/kU5uAIBIJELNmjVx5MgR1KxZE9uP+CExSS50WERERETFBhMcRESklU5duoPkFAWGDBkCXV1docPJMX19fQwcOBDxCUnwu/aP0OEQERERFRtMcBARkVZ69PwtAKB169YCR5J7X331FQDg0Yu3AkdCREREVHwwwUFERFopLiERAGBubi5wJLmnjjk2PkHgSIiIiIiKDyY4iIhIK6n+vxJsTlciWbp0KUaPHp1h+507d+Di4gI9PT3Y2Nhg/PjxkMvT98Y4cOAAqlWrBplMBmdnZxw+fDjDcYKDg9GvXz9YWVmhQoUKWLhwIRQKRaaxqGNWFa3VbImIiIi0GhMcRERUbCkUCjx69AgrVqzAnDlzMuwPCwuDq6srXrx4gYULF6J169bw8vLC/PnzNWMePHiAHj16QEdHB4sXL4alpSW6du0Kf3//dD/Hzc0NZ8+exbRp0/DNN99g7ty5mf5MIiIiIioYXCaWiIiKrRcvXqBq1apZ7t++fTvCwsJw48YN1KtXDwBw9+5deHt7a5IcXl5eUCgUOHz4MBwcHDBy5Eg4ODhg/vz58PX1BQD4+vri9u3bOHLkCDp27AgAiI2NxbJlyzBv3jxIpdICPlMiIiIiYgUHEREVW/b29vDx8YGPj0+m+2/cuAFTU1NNcgMAatWqhcjISISGhgIA7t27B2trazg4OAAAZDKZplojOTkZAPDw4UMAQO3atTXHqVOnDuRyOZ4/f14AZ0ZEREREH2MFBxERFVsGBgZwc3PLcn+nTp3QsGHDdNvev38PsVgMY2NjAEB0dDR0dNL/ubSysoJcLsfLly9RqVIlTdPQ4OBglClTRvM1AJiamubb+VDREBEVK3QIRHnCa5eIijsmOIiIqMTq0aNHuu8fP36Mixcvok2bNpDJZACAsmXL4unTp4iNjYWRkZFmHACEh4cDALp27Yq5c+diypQp8PLywvv377F69Wr07NkTtra2hXhGVBjaDmVvFSIioqKICQ4iIiIAUVFR6N27N/T19bF8+XLN9i5duuDkyZOYPn06xo4dC19fX1y4cAEANFNUzM3NcfjwYbRo0QLVq1cHkDpFZcOGDYV/IkRExRQrUEhb8dotPExwEBFRiRcVFQU3Nzc8evQIBw8ehLOzs2bfkCFDcPjwYXh7e8Pb2xt169bF4MGD8csvv2gqOh48eIB27dqhefPm+O677xAXF4clS5agTZs2OHPmDAwMDIQ6NconlpaWmmlHRMWBpaWl0CHkGquniOhTmOAgIqISLSYmBq6urggICMCRI0fg6uqabr+uri58fHxw9+5dxMfHo2HDhpgwYQIAoFy5cgCA6dOnw8DAAIcOHdKsmNKsWTM4OTlh3bp1GD9+fKGeE+U/sVgMa2trocMgIiKibDDBQUREJVrfvn0REBAAHx8fuLi4ZNjv7++P0NBQdO7cWbPt3r17qFChAiwsLAAAz549Q8WKFdMtB+vo6AiJRIJHjx4V/EkQERVTrJ6i4kYbq6e0CRMcRERUYm3btg1Hjx7Frl27Mk1uAMDevXvh7e2NoKAgWFlZ4fXr17h48SImT56sGePo6Ah/f39ER0fDxMQEAHDx4kUoFAqUL1++UM6FiKg4YvUUEeUGExxERFRiLVy4EGXLlkViYiI2b96cbp+bmxtsbW0xbNgwrFy5El27dkXPnj2xZs0aWFpawsPDQzN2/PjxOHLkCFxcXDBw4EBER0dj5cqVMDU1xbffflvIZ0VERERUMjHBQUREJZZ6+sigQYMy7Dt79ixsbW1RrVo17Ny5E1OnTsWUKVPQqFEj7N27N90TxVatWuHo0aNYsGAB5s6dCz09PTRt2hSenp4oXbp0oZ0PERERUUnGBAflCy59RNqK127JoVKpcrQtMz179kTPnj2zHePu7g53d/c8xUZEREREn48JDsoXXLaLiIiIiIiIhCQWOgAiIqK8EItFAICUlBSBI8k9dcxikUjgSIiIiIiKD1ZwUJ5x2S4qbrhsl3YxNtQHALx//17r/u2CgoIAAKbGBgJHQkRERFR8MMFBecZlu4hISA1qVMK6PSdw9OhRODs7Cx1Orhw9ehQA0LBGZYEjISIiIio+OEWFiIi0UrO61WBsZIDff/9dUxGhDV69eoWNGzfC2sIU9ZwdhQ6HiIiIqNhggoOIiLSSTFeKyYO/wcuXL+Hi4oL169cjNDRU6LCy9P79e6xZswYtWrTA+/fvMXVoV0gk/DNMRERElF84RYWIiLRW/69bQqlQ4ue1ezBs2DAMGzYMenp6kEqlQoeWjlwuR1JSEoDUxIznhO/QtU0TgaMiIiIiKl6Y4CAiIq32bZfW6OLaCKcv34H/rYeIiI6DQqEQOqx0dHQksDAxQrP6zmj9ZU1Ng1QiIiIiyj9McBARkdYzMTJA1zZNWBVBREREVIJx8i8RERERERERaT0mOIiIiIiIiIhI6zHBQURERERERERajwkOIiIiIiIiItJ6THAQERERERERkdZjgoOIiIiIiIiItB4THERERERERESk9ZjgICIiIiIiIiKtxwQHEREREREREWk9JjiIiIiIiIiISOsxwUFEREREREREWo8JDiIiIiIiIiLSekxwEBEREREREZHWY4KDiIiIiIiIiLQeExxEREREREREpPWY4CAiIiIiIiIirccEBxERERERERFpPSY4iIiIiIiIiEjrMcFBRERERERERFqPCQ4iIiIiIiIi0npMcBARERERERGR1tMROgAiIsq7iKhYoUMgyhNeu0RERJTfRCqVSugYKGv8xyGiDEJCQmBjYyN0GET5Jjg4GNbW1kKHQURERKlEQgeQV5yiQkRERERERERajxUcRRv/cYgoA6VSibCwMKHDIMo3lpaWEIv5zIWIiKiI0NoKDiY4ijb+4xAREREREVFh0toEBx+XEBEREREREZHWY4KDiIiIiIiIiLQeExxEREREREREpPWY4CAiIiIiIiIirccEBxERERERERFpPSY4iIiIiIiIiEjrMcFBRERERERERFqPCQ4iIiIiIiIi0npMcBARERERERGR1mOCg4iIiIiIiIi0HhMcRERERERERKT1mOAgIiIiIiIiIq3HBAcRERERERERaT0mOIiIiIiIiIhI6zHBQURERERERERajwkOIiIiIiIiItJ6THAQERERERERkdZjgoOIiIiIiIiItB4THERERERERESk9ZjgICIiIiIiIiKtxwQHEREREREREWk9JjiIiIiIiIiISOsxwUFEREREREREWo8JDiIiIiIiIiLSekxwEBEREREREZHWY4KDiIiIiIiIiLQeExxEREREREREpPV0hA6AsiUSOgAiIiIiIiIibcAKDiIiIiIiIiLSekxwEBEREREREZHWY4KDiIiIiIiIiLQeExxEREREREREpPWY4CAiIiIiIiIirccEBxERERERERFpPSY4iIiIiIiIiEjrMcFBRERERERERFqPCQ4iIiIiIiIi0no6+XGQmzdvigA0BdAGgCMAaX4cl4iIiIiIiIhKlGQA/wI4BcC/Xr16qpy+UKRS5Xhspv6f3BgvkUi+l0gkFrq6uhKxmIUhRERERERERJQ7SqUScrlcoVAowhUKxe8AfstpkiM/KjiaSiSS701MTCxKly4dKJPJkvPhmERERERERERUAiUlJUnfvXtnHx0d/b1CobgGwD8nr8uPUos2EomEyQ0iIiIiIiIi+mwymSy5dOnSgRKJxAKprTByJD8SHI66uroSJjeIiIiIiIiIKD/IZLJkXV1dCVL7fOZIfiQ4pOy5QURERERERET56f+5Bt0cjy+4UIiIiIiIiIiICgcTHERERERERESk9ZjgICIiIiIiIiKtlx/LxGZJoVDgw4cPBfozCkqpUqVSJBKJ0GGQltLWa5/XPX0Obb3uAV77JQWvUSqptPXaL6zrPiUlBUePHjUuVapUSuPGjRNy+/rk5GRIpdIs9585c8ZQJBKhSZMm8Xp6eqrcHPvixYsG79+/1+ncuXN0Zj/j4MGDxqampopWrVrF5zbuooTXKOWXAr2IPnz4oFO6dOlaBfkzCsq7d+/u2tvbpxTWzwsLC5PExcWJ7O3tU3R0tO53+7M9ffpUt1KlSnKh48gv2nrtF/Z1X5TExsaK/P39DcuUKZPs7OyclNU4pVIJNlbOnLZe90DJvvazEhgYqBMTEyN2cHBIlslkubohL6p4jeaOp6endVRUlGTRokXv83qM169f63h6epZq0qRJXP/+/SPzI66DBw8ax8XFiZs0aRL/xRdfcBW/HNDWa7+grvsHDx7IpFKpqnLlynIASExMFH3zzTeVO3ToEHH06NHnuT1emzZtHEuXLi3fsGHDm8wSGD/++KO9v7+/SXBw8B09PT1Fbo49f/58u5MnT5rFxcXdkkqlGY49cODAipUrV064du3a49zGXZTwGs3e48ePdW/duqVfv379hPz6zBQeHi7+559/9Ozs7FI+95iBgYE669evt2jYsGG8m5tbrHr70qVLrYyMjJQjR44M//yIc6bkfZIuZFFRUeJevXo5DB8+PLRr167RWY0bNWpUmd27d1s9ePDgfrVq1XJ0gb148UIaGRmZ45ShmZmZIq83ApUrV66mUChET548eZDfWcqTJ08auru7O3Xp0iV89+7dL5kFLX5evnwpnTFjhp2urq5q8+bNbz7eHx8fL5oxY4bdlClTgnPyRyImJkbcrFmzys7Ozgk7d+58pd7++vVrnQ8fPug4OzsnGRgYaG4Chg8fXubYsWPmBw4c+Ldhw4aZPpl5+/at1M3NzWnIkCEf1q9f//bj/UqlEp06darw5MkTvUePHgVkl+TYs2ePiVKpFBkYGCjzmgxJTk4WxcfHi2rVqpVYvXr1LBMuVDQlJCSIHj16JMvt6wwMDJROTk5FItk7YsSIskePHrV4+/bt3dKlSzP5UwxERUWJjYyMlGn/ziYnJyMmJkZsYWGh7NGjh0OTJk1iPTw8QgHA19fX9MOHD7rqBMetW7f0fvzxR7vvv/8+pH379rFZ/Jh0wsLCdNasWWObnJz8Ib8SHNu3b7fct2+f5fHjxx8XRIKjYcOGTlKpVOnv7//0t99+s1y1apXt3r17/61Vqxbfi4uJBg0aVLO1tZU/f/78AQAYGRmpRCIREhMTRbdv39ZLO1ahUCAhIUFcrly55PLly2e43v7880/Tc+fOmbq7u0fo6empHj9+rCsWi6Grq6sSiUQqAAgJCZHa2trK4+LiRHFxcToAoFQqRXK5XAQA6kSL2tmzZw2kUin09fWVycnJIgB4/Phxpn9TdHR0VHK5XHT79m09pVKJ+Ph4cYUKFeR83y5ejh49ajJp0qTyW7ZseZaXZIRCocDHn7EuXrxo2Llz58rDhg37sG7dunT3vmfOnDGsVq1akp2dXY6uo/DwcMncuXPLjh07NihtguPXX3+1s7GxSS6WCY5Ff96AkZllYf24PImNDMP03vXz9Zhnz541PH/+vOmpU6fM58yZ82bu3LnBmY3T09NTAoChoWGOn5KNHDmy7IkTJ8xzOr5NmzaRJ0+efJbT8Wm9e/dOpqurqyyI5MPGjRutFAqFyNnZOaE4JjcC1oyBlYmB0GFkKTQ6HtVGrizQnxEdHS0+cuSIRWxsrKRdu3bRffr0iUq7f8+ePaZeXl5227Zts37w4ME/tra22T7dkEgkqnv37hlaWlqme9NduHCh7dq1a0tdvXo1IG0iIy4uThwYGKgrFouz/P0yNzdXAICurm6mY8RiMSIiIiRPnz7VP378uHHHjh1jsjqWh4dH+cDAwBwvZ5Wdn3/++XX16tVD8uNYhWmK3yIYWhgJHUa24sJjsaTl9AI5dkBAgKx+/frOuX1djRo14u7du/cos322trY1P3z4kHUNdBbat28fcfz48Vw/kVRXbVhaWubqaaO2CPj5J1gZFe1rNDQ2FtVmzsm341laWtZRKDL+c+rr6yvj4+Nvnzp1yszY2FgzQE9PT6mvr69Ufx8ZGSk5fPiwRZ8+fTLcqD548EAWGRkp1tPTU6VN7L5+/VoKAPHx8eK0HxxVKhWSkpJEiYmJonr16iWamJgoPz5mVtTv019++WWBlOQnJSWJFAqFGADi4uIk//77r96nXqNN9q8PgJmpldBhZCkyKhRdh1Yr0J9haGiosLCwSHcPIRaLcfHiRdM2bdqke2P4f4JDMnPmzLezZ89Odx8fHh4u9vDwKGdnZyffsmXLKwDo2LFjpX///VdPLBZDJBJpjiESiVChQoVaaY8LADVr1oy7e/duuvf9Xr16OSYmJoolEokqISFBIhKJ0KZNG6fMziU8PFwnOjpa0qZNGyeFQoGkpCTx4sWLX48ZMyYs7/+FhHVy/U8wNy26788RUbFoOzT/3pvVoqOjxcnJySIDAwOlvr5+uvtR9d9kExOTDG/iycnJiI+PF8vlcpG1tXWG/adPnzYcNmyYw8aNG1+kncpkYGCgBFL/BqQdHxERIe7bt29FuVwu8vf3f/jxw/erV6/qP3/+XNfExEShnnkQGBgoBYDg4GDpiRMnNP94CoVClJSUJE67LTIyUhIaGioZNWpUgSQ9Ci3BYWRmCRNz68L6cUVGly5dYi5evPiwU6dOlebNm1dWpVKJ5s2b9+HjceoLS32h5YS6TE2lUt381FgdHZ16Mpksx8fO7Gdl9cEvK5cvX9YfPXp0ucz2nThx4l8rKytFSEiI5PDhwxZ2dnbyGTNmpPujkZKSgsTERJFSqRTl5sanqLEyMYC1qaHQYQiqZs2aSb/88sur4cOHVxg3blz5tm3bPkj7oWnz5s1WADBr1qx3n0puAIC6/NPQ0DDdWPXvz8e/R+rflezK7NV/SLJLsvXu3Tv80qVLJvv37zfLLsHh4+PzRCwWw9DQUCmRSDL8zBcvXui2bNmyaqdOncJXrlyZoaIFAJKSksSxsbFiOzs7rSy/NrQwgpGlidBhCMbQ0FAJAB4eHkG//PJLYE5eU7p06RrZXaMGBgYKIyMj8YABA9IlvAICAvTPnTtn2qlTp/DSpUunuwlZs2aNbWbv3dHR0eIbN27oy2QypUwmU2V23cfGxooB4OHDh5k+Nfz/e7TYwsJCkd20rqLKysgI1ibGQodRqObPn/9aX19fGR4erjN//vwyvXv3Dm3UqFGs+imyRCJRqR+4qKmfQAP/PYzJ7F5lzpw5dvv378/ySdbOnTutd+7cmemNoL+/f0CTJk3SVdctXrzY+uNkTLdu3aLKlSuXLJVKlRKJRGVhYZEujrlz55Z6+vRpuut14MCBYW3bto0DUqfcrFy50jbtfkNDQ8WTJ08C0m7T0dHR/E6ozzmzqQHayszUChZmJe+ePC2xWJzhQx0AdOjQIXzfvn0vc3qcAQMGOISEhEh9fX0fW1lZKQDg9u3bAXp6eir1B78PHz5IbG1taw8fPvzD77//nu4peXJyMpKSkkQfHzc4OPie+utu3bo5+Pj4mIeGht7NLAYDA4M6tWvXjrt06dKTnMZd1JmbGsHSrGS9PwPApEmT7P/4449S2Y355ptvKme1z97eXv7u3bv7H2+/efOmwcuXL/X69etX8datWwHqe23178DH9wATJkwoHRwcLO3Ro0doZjML9u3bZ7Z06VL7zGL4888/rf788890GdTg4GCpm5tbhgSd1ic4SrK6desmnj59+vHgwYPL9+7dOwJIfToQHx8vMjc3VwLQZHhFIhEePHggGzFiRLmNGze++rhkLa3czon+nD/OOjo6Kh0dnVy9PiEhQXzr1i2j6tWrx5cuXToJAJ48eaL/4sULzZMQT09Pm4SEBHFCQoKunp5e3cyO06dPn5CdO3e+zmvsVDQMGzYs4uDBgxF2dnZy9c00kFryfOHCBVMnJ6eEcePGhebkWGKxGBKJJEO1hfoa/fhaVz9NVP+eqSkUCvz777+6FhYWCvXvk1KpxIsXL6QWFhaKyMhIia6ursrGxiZFIpHg22+/jahSpUriV199Fac+RmhoqOT9+/c6aaeR1KxZM9sPe+fOnTMCAFdX1+hy5cqxhLQYUl9zoaGhOh+XO2clOTlZlFlCTE1HR0dlYmKiWL169bu021esWGF57tw50x9++CGkXbt26aYNrFmzxjaz9+67d+/qtW3btopUKlVm9f4eHx8vAYDWrVtn+tQwJSVFJJfLxV27dg3btWvXq8zGUNEyffr0EAD4559/ZPPnzy/TuHHj2LFjx2qe8iqVOXuWkNnUO09Pz8A5c+YE6evrq9Jex+/evZO2aNGi6pAhQz5Mnz5d84BHqVSKEhISRHFxceIaNWokfny8efPmlTE0NFRWqFAhMTg4WPrq1SuZjo7O66lTp2oenIhEonrqr69fv/7A19fX9MWLF3pubm6RsbGx4gMHDli2bNkyBkAckHpfEhgYqDts2LAPZmZmisOHD5t/+PBBGhgYqLNkyRIbdcLvw4cPuvb29vL//wwAwLp166zMzc1T5HK5WKVSYeHChXnuS0KFLzo6WgykfqDLrhlodhITE0UJCQkifX19lZ6enmrq1Km2x48fN58zZ85bV1fXuPPnzxu4uLjEKxQK0f379zWJtvv37+upf/bHfw90dHRUNWrU+GSCOCEhQZz2eqfiafjw4aHu7u5RpqamClNTU2Xa+9b9+/ebLliwoMzKlStfNm3aNC7t6+Lj40URERE6KSmZ31JOnTo15Nq1a4b79++37NmzZwU/P7+naSuM0vrjjz/Mt2zZYlOxYsXEjRs3Zvr5a/z48SHfffdduEwm08T44sUL3TZt2lQZMWLEh8mTJ2ve611cXKpYW1sn79u3TzOLIDExURwfH5/xh+cTJjgKSZUqVeSXLl16qv7+77//Nvz666+dOnfuHPZxpvi3336z9vf3N2natGmVgwcPPm3atGmmPQPUNxA5vXnO7CIuSOqnHiNHjvzwww8/hAPA2LFj7VeuXGknk8lUL1++lP7++++2pqamigkTJmR4wpmcnCxKSkoS165dW6u7QpdU0dHR4qioKLGlpaVC/YT42LFjGcrkZ82aZa9UKrFgwYK3YrFYU7kTFhamY2Njk5K2RO/s2bMGpqamylq1amW4Gc6LiIgISZUqVWqk3bZ69Wrb1atX2+7cufPfDRs2WJ05c8bsU8fR1dVVJSUl3crpz71//74+ANSuXTvXndpJO6inQ23bts1627ZtOX5U6ujomOW1ndd+LpklTZo3bx6fkpKSbfVfr169yu/Zs8cqIiIi06eGVPwkJyeL16xZY7tmzZp0VQ45+WD1qTnhJiYmyooVK+a4Ik1XV1fVokWLqH379r385ZdfrCZOnFi+Tp068f7+/gGLFi2y9fPzMz1//vyjkydPGk+bNq1c6dKlU3R1dVUODg5JW7duff348WPdAwcOWKZ9GKSuZJ04cWKwk5OT/PHjx3rh4eE6ISEhklWrVtnq6+srJRKJKjY2VqJOcKht2bLFWiQSISUlRSSVSlVMcGiXAQMGlD98+LBF2m3BwcHSj6/t/fv3W4pEomzn1Ht5eb0cPnx4+L59+yzbt28f8eOPP344duyYUceOHZ1++umnN5UrV07q3bu348ev++233+x+++03u7TbLCwsUsLCwj75Hqunp6e8dOnSw8z2NWnSpOqnXk/aoX79+olVqlRJUigUIj09PVXa96/Lly8bAICDg4O8Tp06mnuF/0+hEiUlJYnNzMyyrILeuHHj60uXLhlfuHDBZObMmbaZNY9+//69xMPDw0Emkyl37dr1zMjIKNOHLvb29ikf98x7//69DpD6kDHte31ycrJIqVQiN+//n4sJjgKkUCgwe/Zs2+HDh4c5ODik+0e9fPmyoUKhQMOGDeM+ft0ff/zxVldXV7V69Wpbd3d3p9OnTz9q0KBBlje9devWzfU876z4+/vrr1ixwsbd3T3qu+++i8xqXEJCgmjevHmlkpOTxVmVX2e3DJaurq5q2LBh5eLj48Xe3t4vCqpEiYRz6NAhk2+//bZiTsf36NGj0sfbPi5b7tSpU2UAiIyMvKPe9u2335a7fv260cOHDzUlxpcvXzZo0aJFleXLl7/q169fun4faRkaGioXL178Wl2iN3bsWIfWrVtHdujQIapu3boJYrE4tEOHDlFZTe8SiUSQSCQquVye4ZPniRMnjDIrx0vLxcUly5uSTp06hR86dOhFdq+nokupVIqA3E9RyekTdKKC4O/vH6C+drPj6Oio+fC/fv1684SEBLFUKlVl1ucoPDxcBwACAgL01q1bl6FvmFKpFCUnJ4ukUqnq+++/19wLZPa+a2dnl1K9evUkHR0dlZGRkaJOnTqJV65cMQAAKyurFJlMpkxKSkr3fpw2MZhZ5atUKlXVqlUrKTk5WZOkrlevXob37itXrjwsKg2AKfdWrlz5ZsmSJe/09PRyPeUa+K9nTEJCgsjW1jZFT09P9ffffz82NzdXpqSkYOrUqWWdnJwSxo4dG3rhwgVDADh37txDFxeXeGNj49rDhg0L/uWXXwKrV69etWLFiomHDh168e2335Y7c+aMaf6fLWmzKVOm2H+cZE7r66+/znKKyr///nsvq0SCqampctmyZa+3bdtmOWLEiEz7s9ja2ir++uuvpyEhITrZffbMjJOTk9zX1/dx+fLl071P/vnnn88+p01CXjDBUYB+/fVXq0WLFpVesWKF3Y8//vhm4sSJmvL7GzduGIpEIvTu3Tsys9euWrXqnUgkwqpVq2w7dOhQ2c/P71FWq6vktAdHTmI+efKkyZ49e6xSUlJE2SU4QkNDJWvWrLFNSEgQDxgwIDxtJlEtu4qRRYsW2Zw+fdqsVatWUQMGDIhMSUlBSVwetzirUKFC0pAhQz6Ym5srpFJpjqc4paSkiJKTkzUVHOrt0dHR4tjYWEnjxo1j0s4VlEqlqidPnuhHRERo7mKdnJySQkNDpceOHTPLLsGhr6+vmjJlSgiQOg927NixDs7OzgkTJkwI/f9xsryZ3bhxo3mrVq1is+rgr+7B8P33378fPnx4GACMGTOm7MuXL/WOHDmiqebavHmzxYoVK+x8fX0f29jYpMjlclGjRo2q5eUGjIoOdZlobqeopKSkFG6pHYDJkyfbLVu2LNO5tEDmT++za4ZKRdfu3btNQ0JCdNQrsF27ds1w1apVqsqVKyc1atQowcnJSZ7dwwngv1VX1N8vWbLE7s2bNzKpVKrKaoqVmZlZytWrV42vXr2aYVK9QqEQJScniywtLVPSJjgyu4dQTz+Mjo6WqJuhxsTESAwMDHI07aCwK1mp6Eg7HTQlJQVxcXG5KokzNDRUfnyfqj7mzJkzbV+9eiW7cuXKQ1NTU6VKlf9/vhMTE8X5+UCTiq4BAwaEN2zYME5PTy9dT6RTp06ZrF692nbOnDlv69Spo6luVygUovj4eHFCQoLIxsYmQwWHUqlEcHCwxNDQUNW7d++o7O6LASAnK2SNGjWq9OrVq7NMwuRUdHT0bWNj43xPfvATZQGaNGlSqIWFhWLChAnlJ02aVP758+eyVatWvQOAO3fuGDo5OSVkttyUmre397vAwEDp3bt3DePj4/NWm5xLvr6+pgAwbdq0bEsvy5YtmzJ9+vR3M2bMKDdu3Liy58+ff5rd+I8NHjw4LDg4WKdPnz4RpqamdTIbwyfY2q1p06YJTZs2zbDcal69fPlSCgBOTk7ppnXUrl07XqlU4tKlS5qlav7f9DDu7Nmzn93lcsyYMaX9/PxM7t+/n640dOrUqWXDw8Old+/e/SezZVzVN+LW1tYp6gSgkZGRQiqVKtMmBH18fJIBoGrVqonlypVLUc9JlEqlfJSvxdTv2bmdomJjY5PvJZyfutlWP1nZunXrs+rVq3/yiU27du0qf+pDMBVN3t7eNrdv3zZSNw7dt2+f5b59+yx79eoV6uXlJT127FiOV2aTy+U3pVIpPm7QCQCbN282O336tMn27dvTzd8ODw8Xd+zYseLIkSNDBgwYEJnX84iJidFJk+AQf9xwOi/ev38vUfdWyGy/QqFAbGysKDExUaynp6fMqnSbir6//vrLtG/fvhmmkGRnx44d//bt2zfDB8MTJ04YLV261L5+/fqx6mbL6vf/Fi1aaKo0f/31V7tff/3VDgAePHhgIBKJLIDUKSppj5eQkCCKjY0V6+vrKw0MDDQrEqlXOsosNgMDgzofHyM+Pl4sFotV6l5/VPRFRESIdXR00LBhw4TGjRtnmMKsXqWkQYMG8Zk1ulcqlUhKShKFh4eLjY2NNUnfmJgYsZ2dXe3sfnba6zMtIyMjRUxMzJ2Pt6srn3/88cc3VlZWue4lt2XLFqtr164Zqx8G5jcmOArY4MGDI5o2bRrXt2/fLyZNmhQMpDZVDAoK0v3mm28+OX9z+/btryIjIyUfz3NKK7+aDr169Up648YN4y+//DImJ2VJkydPDlm3bp3NhQsXTPbt22fSrVu36Jz+LDs7u5TVq1e/Cw0NlUyYMCHw/5lx1d27dw3UXdi/+OILrevKTwXn33//lQGAk5NTumuzfv368UDqk8i025s1axazevVq21u3buVqeb9Xr17JhgwZUrZevXpxP/zwQ3hMTIz4n3/+Mbh27Zq+eunZiIgIcWhoqNTZ2Tk+s+QG8F8Pho8lJyenWyoxq2U/WdGk3erXr5/45MmT+0ePHjUZNmxYWNoPQ926dXM4dOiQ5ad6YGQmMDBQN6v3/KymRH2qKkRdLVSxYsWkzKrxPpabiiwqWi5cuPAUSG0yWqNGjeqLFy9+rW4yevfuXdn06dODDAwMNP+2Xbp0cSxbtmxS2tWekpOTRVFRUeLsVpwKCAjQ37Fjh3WNGjUSpk6dqln1Z8WKFdaXL182adq0aSyAyLyeR0hIiE7FihUTgdRqjtysQJeVMmXK1E67akuDBg3SPcV0dnbW9Gv6+eefX8+YMUPrlu+mVOok1rx58970798/Iruxf/75p/msWbPKZvZB7J9//pH16dOnYnJycrr3WDc3t5hbt249yEksH7+X7t271zSr6b3Z3e9fvnzZ+OP9fFCoXRo3blzl8ePH+p8al90UFbXTp08/UjfEl8lkKg8PjyB1E+Ws7k8/5u3tnWWFhvrBSa9evSI/rnb29/fXnzVrVunatWvHz5w584N6daG0zp07Z3zt2jXjgqh2ApjgKBROTk7ymzdvPlZ/v337dgsAcHd312SCFQqFCPivrDkpKUnUqVOnCr169Qr/9ttvs33zzcmbaIMGDT5Z1rZixQorpVKJ4cOH5+iPto6ODubNm/du4MCBFWfOnFnmm2++CchtEzwrKyvF8uXLg4DUxM+vv/5qZ2RkpPD29n6Z3RQZKnlu3LhhAADOzs6aD2AikQh169ZNlEqlqlu3bhlUrVpVs69Ro0Zxq1evxqlTpz65ztijR490d+/ebQYAhw8ftpBIJKr69evHAUCbNm2it2zZYnP48GETdYLjn3/+0QMANze3yNyex7t373RZZloyjBgxotzZs2dN4+PjxTNnzgzOapxSqYRSqYRCoRDJ5XKRUqmEqalpph/YjIyMFB8vE5udNWvW2H588/2x7D6oZkWIqTRUsGrVqpUuWZuYmCgKDAzU7devX2hOEl+xsbEipVIp0tfXVy5atCjo8ePHetWrV9c8hYyKihKvWrWqVN26dWMXL14cBKROd4mNjRXn9inz+/fvdRs1ahQLaKaofHYFx4IFC15LpVKVTCZTLV++PMON/YIFC95YWFikJCUliZo0acLm51pM/fTZ3Nxc8anGh+bm5ilAxvdJf39//c6dO1cuX758UtrKu7CwMMmtW7f0ZDKZSiaTZdnvIyUlBUlJSeLExESRrq6uSv0hsVmzZnGbNm16JpPJVHp6eiqRSKT6+++/jVeuXGnXpk2byB9++CHd35KIiAidH374wcHW1la+fPnyN2KxWKX+W2Jra6uVy8yXVD///PPbuLg4sYGBgfLjxNfixYvtrly5Yjx27NigVq1aZajeAP5bmSo+Pl5crVo1zfu5np6eKqe9wNLauXOnVXR0dKY3CHK5XCyRSDKd9vfixQuZn5+f6ZMnT/SXL1+e6c81MTFRWFpapsTHx4s5RUWL3bx5U69evXqJAHD69GkTQ0NDpaurq6bBaEJCghhInWMHQOHt7W158uRJs9u3bxu6uLjEOjo6ZvkmlZMbj09JTk7Gtm3brK2trZMHDBiQbUIlrQEDBkQuWLAg8fHjx/rr1683Hz58eI5fm9bLly+l7u7ulZVKpcjHx+dJs2bNePNQDLx//15y6tQpY1NTU4WZmZniU099k5OTRbGxsWKxWJxhDuDly5eNAKB+/foJMTExYoVCAWNjY4VMJlNVqFAh8d27d7K0CQ4XF5c4ALh06ZKRpaVlphVQ4eHh4i+//LLqv//+q6moaNu2beSWLVteqtcId3Nzi5VIJDh9+rTpggULPgDAnTt39AGgTZs2mf6RyY6Dg0PiixcvNEnJhQsXWs+cObNcdq8h7TNv3rxSZ8+eNQWAWbNmlZ01a1bZj8dk9TSuQYMGsdeuXXuc2b7MlonNzuvXr2XqZF1W1In1Z8+eydKuWpSV5ORk0aeSJqR9EhISRK9fv9ZUlN29e1cvJSVFVLZsWfnjx4910441NjZWflxZmlljvI9XrQCA0NBQqUQiSXftq6e75MTr1691EhMTxeoKDnU5f45enI1p06ZpEoebNm2y+nh/9+7dMzypJO2k/lA2btw4h3Hjxjnk5RgGBgYqXV1d5e7du5937dpVU3Fx5coV/c6dOzvp6Oio1MtwZ/Z6lUolUigUSElJEQ0ZMiTY29v7HQB88cUXyV988UWketzly5f1t23bZm1rayvfuXPnSysrK8WqVassIiIidGbNmhUMAHK5XDRy5Mgvdu3aZbF9+/ZXmTXTpaIvq0r43bt3m169etW4Zs2acT///HNQZg+TdXV1VQVR+ZtV36KVK1e+W7ly5bvY2FhRaGioRF2JDwBBQUE6ANC0adNohUKBtJVxQGrj5z/++OPtH3/8kW/T2D/GBEchSElJwVdffVWlY8eO4du3b3997969R3fv3pWlfQOSy+UiIHUd4zdv3ugsWLCgtEQiwY4dO56pkxuhoaGS7du3m+nr66t0dXVVb968kQHApk2bPjlnVqVS4e3bt7rr1683T0lJESUkJIj79OkTof4Qt3z5cuuQkBDpuHHjgnKzPrhYLMb48eODRo8e/cXixYvthw4dGvHxL15QUJBUXZIfFhaW4ZpLTk5G586dK4aFhekcOHDgKZMbxceDBw/0crOSilqDBg1i27dvn+4DnkgkQp06deLs7OxSHjx4IAMAdeLC39//saWlpWLKlCma+YPly5dP9vPze9ioUaOEkSNHlsns51hYWCgrVaqUYGVllTxixIjgQYMGVXRyckpQ/178/2coqlSpEn/r1i2j6OhosYmJifKff/7Rl0qlqubNm2f7wZFKps2bN5vNnz+/TOvWrSN379798uP9gwYNKufj42MRFBR0B4CmekOhUCApKUmUl4qKrBw9ejTD0swfU88Xz83vakH0CiFhXblyRb9169YZVnb64Ycfvvh429dffx1++PDhdKXv48aNC+nevXukoaGhMu1T68DAQJ2OHTs6DRgwIMTDw0Pz9FmlUiElJUUUHR2d7XSXj6lXqFD3i4mJiZHkNsExcOBABz09PWVAQIBBVo1RqfibNm3au549e0ZmN2b//v2mCxYsyHAPUadOncR//vnngYWFRbprr0OHDrGZTT+8deuW3vnz5w3Hjx+vWb0iLCxMYmlpmWn1UUpKCpYtW2Y9b968spaWlsknTpx4oi71X7dunc27d+9k6gTHiBEjwmNjY8WTJ08u//DhQ/1ly5a9cXNz+2SjSCr69u3bZzJw4MAKKpUK9+7dMzQ2Nq778RgdHR2Vv7//Q3WVcWa2bt1qdu7cOWOZTJZl0u1joaGh0k+tfrJ161bzUaNGZfgbAQB//fWX1V9//ZUhWdyxY8fwI0eOFOjUKSY4CoGPj49xVFSUxNTUVPMm9nEp6KJFiwInTpz4oXTp0inu7u4VIyMjdcaMGRPUpk0bzQeoN2/eSCdNmlQ+7fwpIyMjxdixY8sDQFxcnESlUsHAwED58fwqAwMDRUBAgIGHh0f55ORksVwuF3355Zdxtra2CeHh4eIlS5bYSyQS1ZgxY3I9p3TIkCERs2bNKvv8+XO9nTt3mvXv3z8y7f4FCxaU+fiPw/+XoVMBwPz580vdu3fPcNasWW8za5pD2qtSpUpJS5YseWViYqI0NTVVpO0GnRm5XC6Kj48XZ1bS+ffff/+r/vrmzZv6wH99WrK6QWjRosUnk2WHDh16LpVKkZycjEGDBmU6pnHjxjEPHjww8PHxMe7Vq1dUQECAvpOTU0Laueo59fLlS7386ptDRY+/v7/+0KFDK1SuXDnhwIEDL5KSkkTqD3xisRhisVjT88La2loBaBIcSE5OFsXHx4stLCw+u9w+NxYvXvx+8eLFmp5QzZs3r3T9+nXjxMTEWwBgZWVVq2rVqvHq/g1UvAQEBOju2rXLvHPnzlFAajPFWrVqJVavXr36vn37npYvX15ev35955MnTz5q2rRpfLVq1Zwz63nh5OQkz6zCwcTERAqkLuOa24rTDx8+SA8ePGj88OFDPSB1atTly5eNRCIRmjZtGgf8t4pKTo6nnu/9/waOSh0dHVVycrIoJiZGnJKSguymFKhUKiQmJor+1969BzV1Zw8AP/fmCYWE8AyxvKwYxFaL4KO0WtyilQ6DbWpdRLurgCu+ZbvUdRyVpVtbH7huQWhLiy9WRna6s+1YV0dsR2eqq66vBV8gLgHCS8gbQh735vcHXn4REggISPR8/lGSm+Q6frn53vM933NMJhNhMpkIkUhEDWcwEo2+wMBA80Bj8uLFi+6Onusd3GB8+umn/m+//ba2qKjI99SpU15yubyyqKjI5+uvvxYnJCTopFKpiblxPXz48AOZTNazcq/RaMijR4+K9u/fL66pqeHHxcVp/vjHPzar1WrW1atX+SRJAk3TBEmS1uvXr/OZcTlv3jxdSUnJ/bVr14YmJCRIp0yZ0vGb3/ymbePGjW1Y08v1WCwW2LZtm3jv3r0Si8VCREVFdZSWlj62YPHFF1/4FRQUiDMzM5v6C24AdNepO3bsmC+bzbY+2loy4PxVp9OxAwIC+s1ai46ONuTk5NQLhUKKx+NZaZqGjRs3htI0Tezfv7+Wy+X2/I5UVla65eXlBQYHB494JtyojXi92m673TFlpM6xuLjY51Gmg8PgQVhYmFkikViSkpLGX7hwQRATE6Pfs2dPk+0xUVFRXRaL5Zq913/11VfeGRkZYbNnz9aePXu2msnCaGxsZNfX13NmzpzpcOD/73//40qlUoO/v795oL2I9vD5fGtaWlqr2WwmZsyY0XNDyUwkVq1a1RIfH68FADh8+LDPiRMnvI1GI8Hj8axKpZL8y1/+Ejht2jR9dnZ2S+/3fhbax7Zpx3ZCykieX3BwsCUrK6tt4CMH59SpUwIAgLi4uCfOoHAmY+mNN97Qf/vttwEVFRX8X//615o7d+64v/POO0PajjVu3DiTvTaxQ3mvsaxDOfYXj0biHF9//XXDwYMHH8yZM6dDIBDQ/QWzHD3X2Nh4MzAwcNBVyR2xWCxw8uRJz6SkpAEDyGazGSorK93DwsKeeOvjWNemH/tjdKTOsba2lgsAsHPnznGbNm3ivPrqqx0ymUwD0J3qzASjuVyulck25fF4Vnd3dytBEI8VqdNqtSRBEODm5tanjaYzaJpmgnuEbS0Os9lM/Pvf//ZMSUnxYOqUmUwm4uLFix6vvPJKR1BQkAWge3HH2Sr+TLZsYWFhnVQqNS1cuDDs/PnzgrVr177Yu9tR7yKjkyZNesX25/v37/93KHOmsUCtGfav5WE1Wuf3JFtUHJHL5Zxt27YFqdXqxo6ODlKn07EAursHfvnll+KCggLfv/71r42vv/56h0AgoFasWDF+woQJd6ZMmWIE6F4R37BhQ2hISIixqKjoQXp6uur9998PZQrw27Kt5/XWW2+py8vLa2JjY29v3rxZ8o9//MNHpVKxXHUOrdKM7evzSJ0fTdNQWloq3Llzp+T27dvukydP7ly8eHH7jh07gv75z38KmaLN169f5x85csQvOjpa/+mnnzYN9L75+fkKZhuUsyIiIiKZ8evIzJkzDbb3mEVFRSKz2UzExcVp1q1b99iNdXFxMQAASCSSEb9ujtqo35IcM1ofNaa0tbWxTp06JZo1a5Y2PDzcYcTq3r173A8++GB8RUXFC5MnT+7817/+dd/ZPXRnz559YdOmTSFSqdTw/fff1zA3bCqVipw+ffokrVbL+u6776rnz59v92YwOjq66+LFi1VarXbIrWj37t3b55fLYDAQAABTpkzpXLRokRYA4Pz58x4A3UVUAQDy8vJ89Xo9a9euXQ32VkKmTp06acWKFQ83bdrkshHoyNV5T/sUnilarZY8efKkt5+fn5lpyTbSZDKZdv78+TcDAwMt9fX17Pb2dvb06dOHFFxx1Cb2WbM7bsvTPoWnxrb95Z07dyrc3NysHA7HymKxrCRJQmpqqt0tKiaTiejq6iL8/Pwc3qwNpeL4rVu3eDKZLHzBggXqH3744UF/xaD37t3rp1ar2cuXL3/mO0REbt3+tE9h1G3evFl84sQJ0e3bt93d3NzoN954Q5uWltaWkJCgt+3uNBgpKSmhzrSXddSGkCGRSEwKhaKC+dlsNhMLFy5Ufvfdd7X79u3z/eijj0Lu3bvHu379ukdWVlbPRL13BofZbCbq6urYzc3NfSYNRqPxscG/bt261sTERLVEIjFHRkYaOByOlcPhWPft29fnPLOzs+t9fHwopjikvc4ArkKWHvm0T2FMcGaLSnFxsU9/3SQAuq/hzLX5yJEjIqvVCsuWLVPm5+f7MdsBpk+f3nXw4MGaxMRE3ddffy0KCAiwHD169EFCQoI0MTEx/MqVK3cCAgKo9evXt4eHhxvj4+P1zLz30KFDdUxtDZIkITY2dqJcLucpFIoKmqaho6ODZD4/NDTUfPz4cblCoVCMGzdu2ALlo21++vN3fQYAUKlUrD179gTeu3fPfc2aNc25ubmNfD7fevfuXbetW7cGW61WePPNN/VJSUnhIpHI8sMPP9QMprTASJLL5Rym3tj27dv7FBdtbW1lAwA8Uxkcz6s9e/b4dXV1kYsXL1bae16v1xM5OTni/Px8scFgIBcsWKAqKyurdbaibGlpqTA9PX18SEiI8aeffqqyXf0QiUR0SUlJTWJionThwoUTjx49WsMEGuwRCATDWsX2UcHUx3zwwQfq0NBQE9Nuq7y8XAgAMHfu3D43i5WVlbzbt2+75+fni//whz+M7eUGNGo+++wzf41Gw1q5cmWfMcEUMhrKTeCjbVM9mpqa2DRNg0gkojw9PWnmd5Lp5jJz5sxOgO66OS0tLWyBQEA72iqDnl8RERF9vsh7b1FxFpvNtra1tXGamprYg8nwOHHihJCiKKK9vZ3dX3Dj2LFjwuzs7CAPDw8qKyvLYdcXhlarJQsKCnyysrIeYqq+a+js7GQplUp2dnZ2/fr169scpdgz11Dba6mj6+qGDRta3n//fdWjDI4+B7W2trLXrl0blpSUpPzwww/7pMpSFEVYLBboPTZtO/WsX7++LS0tTbl+/foXCYKAtLQ0JUD3jWVLSwvHw8ODAuiu7H/jxo0XQkJCpto7Vw6HY/Xx8bEwdTcebQPuAOiuncAcV1xc7Nf7tcnJyVhk9BlB093Dvr8tKjRNA0mSPVk/HA7H4cTCYrH0FF7+29/+5hsREWGYOnWq0dPTk1ar1ey7d+9yIyIiTMuXL1frdDqysLAwoLKy0l0ul//3888/r6urq+PaBswWLFigr62t5TDbpnov8JnNZoKm6Z5ijgyNRkOaTCbCYDCQjlrYo7HNx8eHOn/+fNWtW7d4r732Wk9mxMGDB+tqa2u5W7ZsCebxeNbg4OCu8vLyqt7Fnu25fPmyW15enh+fz6eZzjzOnIszNTgY5eXlL/z2t78d39raylm1alXL3Llz+6SHKxQKLgBASEiIawc4AgICLAqF4uZIfsZICQgIeOKoZ319PbuwsFDMZrOtS5cuVds+V1lZyfv22299Dh065KdWq9leXl6W3Nxc+erVq+0GQnr7+eef3Xfv3i0+deqUSCwWm/bv319XXV3NvXbtmptGoyHVajVLrVazlUolKzw83HDz5s0XlixZMqG9vb121apVTn2GwWAgzGYz8fDhQ5ZGo2EFBgYOajIuFostH3744UPbtp6zZ8/unD17ds+gFwgEFABASkpKyHvvvaf28PCgAbq/WA4cOOAPALBs2TKXW0l01bE/HOMeoDsj6dixYyJvb28Ll8u1DraIm9lsJgwGA6nValk5OTk9W5eqqqq4X3zxRSCbzbbauwFjJsTMhMTJz4K7d+/yrl275gbw/63gduzYIS4qKgpw9LqZM2c+tgSWm5sr//3vf98TdGECJp988smLn3zyyWM1aOxtTeg9IR+p3uAjyVXHPcDwjX2LxQJ///vfhV5eXpRQKKTsdSVh2q7ZWzGnaRr0ej3Z1NTEiY2N7QgODu45r8jIyM5bt265z5gxI+Ktt97SOFN3oKWlhXPixAlvAIDU1FS719Kqqiru9u3bA8vKynxJkrQWFhbW9p40MTcEtv7zn/+4bdmyJfjatWvuZWVl8oHOZSx43sdodnZ28549exr5fH6/Fxim8KzBYCCYjEu9Xk8CdF9nbSvrP8oOdZjRVlVVxQUACA0NNfa3yNLbkiVL2pgOQBwOB65cueJWWlrqGx8fr544caKppKTE69y5cx56vZ7FTJhNJhMxbdo0/enTp+/X1NRwZ82aFWkbKNm6dWtrfy2bGY+2xFh7PebsqY9Jrjr2h+vabMuZOcKaNWte/P7770Wtra1cFotlnTp1qsOt3mazmbBYLERTUxObw+FYFy5cqAQAiIuL0+Xl5Yl7b28CAFi5cmWLRCKxZGZm2l3Ay8jICDp9+nS/mVESicRuIM/Dw4PS6XQ3+v0HjkE4RrsJBAKaCW5oNBryzJkzHsePH/e+ceNGTxZ8XV0df+3atUEymUw9Z84cfVhYmNnRAsaDBw+4paWlvlwu18rlcp0OcOh0Ora/v7/DYARFUfDjjz96FhYW+p0+fZrJXHp44MCBnu4oWq2WtFqt0NLSwv7pp58EAAATJkxw7QAHi8UCZyJLz6orV664c7lca1RUlJaJzObn5/vk5uaKa2tr+QDd/bUzMzObtm7d2jKY1d+MjIzQqqoqN4DufvAJCQlS5jkWiwWenp4WgUBAeXp6UgKBgJo7d67m3LlzwjVr1oTp9Xryo48+GjAj4tatW7zp06f37O+bOHFivwVseps8ebLxyJEjdf0ds2/fvga5XM4rKyvzLSsr61Np9+WXX+78+OOPXS7A8byP/erqal5OTo7dziWD4ebmRjMBDqVSSS5atGh8Z2cnmZ6e3mJvyxfTbrmjo+OxqzyzssJM1G2RJAlvvvlmhEqlYgMAREZGGgAAFi1apJo0aVIXh8Ox9i7aa4vpSjRnzhx9r8cBACAjI6P5d7/7ndMFfkwmE9F7Uu4qnvdxD9A99lJSUiaQJAnu7u6Uo62GXl5elnnz5kl7P850lujq6iLLysqqg4ODe+pm5ObmKlQqFfvSpUuehw8f9nfmfAiCAIFAQMlkMlVqaupjdWMKCgq8S0pKfC9duuRJ0zR4eXlZCgsLa5OTkzW2x3l4eFA3b9702LVrl59IJLIAdI/7kpISHwAAmUymduZcxoLnfYz2N8+wvenz9PSkFy9e3DZu3Dizr68vtW3btgYul2tNSUkJbmxs5DFZmM7o6uoiHv05qG2wxcXF9czfL1265LZkyZKXCIKAzz77TAEAcOjQIZ+zZ896icVi07Jly1QA3eOSxWKBr68v1d7eTgH0/T5whslkItzc3B57zBWvybae97Fvy2q1go+Pj6W/7juvvvpq55EjR/xeeuklw6pVq1ptu6v1xmRwBAYGWioqKu4wwbCkpCRda2vrjbq6Og6z6EGSpNXb25tiasg48uc//7kxKyurZTCLRBRFEa7cxhvHaHcm5fnz5z0bGhq4VVVV/AcPHvApiiK8vLws7733XvvGjRsfGgwGIjs7W3Ly5ElvZgGDzWZbRSKRhcPhWBMTE1VfffVVT5AhOTlZk5ycbLeGY38iIiIilUql3VhBUVGRaPPmzcHM3FksFpt27tzZsGLFisfmGTt37vTftWvXOOZnqVRqGI3/Y9yiMoJkMpk2Pj6+orq6uqd/fGpqqrKgoMD/V7/6lXrJkiXKpUuXqu2t8A1k6dKlbb/88otnTExMR3h4eFdISIhJIpFY/Pz8LI5STr/55hvRxx9/HBwYGOjUnv+YmJiuGTNm6Do6Olivvfaabtu2bc0Dv2pwpFKpqbKy8o5cLucoFIrHxqNQKKQnTZpk7C+lGo1Ns2bN6jx37twdX19fC4/Hs/aX2tmb1WoljEYjYTAYCNu2wgRBgFQq7VKpVOzdu3f32dsHAFBYWNhw4MCBht77EZnAB/OnLRaLBStWrGhtaGjgxsfHa9PS0lQA3auSjurWOIOZVPv5+Q2qc0BnZyfh6FzR2CcUCmmlUnldKBTSw33tCgoKspw5c6ZmuN4vODjYfPnyZU93d3cqJSWlbceOHc32Jh5/+tOfGrKzs8d9/vnnEtvH+Xw+vXLlypbeARHkmmwDAWFhYebjx4/3ZOXk5OS00DQN69atC4mLi1Nv2LDB6YUHJrDBBDqGQqVSsXg8nnXLli2KadOmdQEAZGZmtqSmprbJZDItk5Hy448/9nTbkkqlJpPJdHUo26dsgz18Pp/28vKyuOpNI+rr3Xff1b377rv9ZgpkZGQoMzIynMp4rq+vr7T92XbMiUQiWiQSDXq7SExMzDNf6Bn1FR0dbVi5cuV4s9lMvPzyy52rV69ueeeddzTz5s3T225V+vnnn+/X1NRwjh07Jrp8+fILNTU1/MbGRl5bWxsrIyNj2Lb1d3Z22r2ALl++XFVUVOQvl8t5GzZsaM7MzHxor7Ngenp6+9GjR/0mTJhgiIqK6ly3bt2oLFoTT5oGffXq1TKBQBAfHh7+YOCj0dOm0+lIZ+t7IDQW1dbWckJDQ5/JwpwIjbYLFy64RUVFdQ0l0I7QaNJqteRw1wpDCKGxpqqqihsUFGQeyvcy06VyJM6rt+bmZpZQKKRHY/5QXV09XqvVlkdHRy925njM4HjOYHADuToMbiA0fGJjYwe19RChpwWDGwih58HEiROHXKNitIIbAAD9bdt62jAFGiGEEEIIIYQQQi4PAxwIIYQQQgghhBByecMR4DDbax+HEEIIIYQQQgghNFSPYg1Ob90ZjgDHfZPJRBmNRs7AhyKEEEIIIYQQQgj1z2g0ckwmEwUA9wc8+JHhCHCcoShKqVAoJBjkQAghhBBCCCGE0JMwGo0chUIhoShKCQBnnH3dcHRR+YWiqC+1Wm1GR0eHhMvlskgSS3sghBBCCCGEEEJocGiaBpPJRFEUpaQo6ksAuODsawmr9cm7yVy9epUAgFgAmAcAEwCA+8RvihBCCCGEEEIIoeeNCbq3pZwBgAvR0ablBU8AAACfSURBVNFOBy2GJcCBEEIIIYQQQggh9DThXhKEEEIIIYQQQgi5PAxwIIQQQgghhBBCyOVhgAMhhBBCCCGEEEIuDwMcCCGEEEIIIYQQcnkY4EAIIYQQQgghhJDLwwAHQgghhBBCCCGEXB4GOBBCCCGEEEIIIeTyMMCBEEIIIYQQQgghl4cBDoQQQgghhBBCCLk8DHAghBBCCCGEEELI5f0f/j5JpbxfWjUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1200x840 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df = pd.read_excel(\"店铺数量.xlsx\").loc[0:3]\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei'] \n",
    "\n",
    "x = ['北京','上海','广州','深圳']\n",
    "y1 = list(df['沙县小吃'])\n",
    "y2 = list(df['兰州拉面'])\n",
    "y3 = list(df['星巴克'])\n",
    "y4 = list(df['瑞幸咖啡'])\n",
    "y5 = list(df['肯德基'])\n",
    "y6 = list(df['麦当劳'])\n",
    "\n",
    "\n",
    "sns.set_palette(palette=\"pastel\",n_colors = 6)\n",
    "\n",
    "plt.rcParams['xtick.top'] = plt.rcParams['xtick.labeltop'] = True\n",
    "\n",
    "plt.figure(figsize=(10,7),dpi = 120)#设置画布的尺寸\n",
    "plt.bar(x, y1, label=\"沙县小吃\",edgecolor = 'black',width = 0.8,linewidth = 1.3)\n",
    "plt.bar(x, y2, label=\"兰州拉面\",edgecolor = 'black',bottom = y1,width = 0.8,linewidth = 1.3)\n",
    "plt.bar(x, y3, label=\"星巴克\",edgecolor = 'black',bottom = [y1[i]+y2[i] for i in range(4)],width = 0.8,linewidth = 1.3)\n",
    "plt.bar(x, y4, label=\"瑞幸咖啡\",edgecolor = 'black',bottom = [y1[i]+y2[i]+y3[i] for i in range(4)],width = 0.8,linewidth = 1.3)\n",
    "plt.bar(x, y5, label=\"肯德基\",edgecolor = 'black',bottom = [y1[i]+y2[i]+y3[i]+y4[i] for i in range(4)],width = 0.8,linewidth = 1.3)\n",
    "plt.bar(x, y6, label=\"麦当劳\",edgecolor = 'black',bottom = [y1[i]+y2[i]+y3[i]+y4[i]+y5[i] for i in range(4)],width = 0.8,linewidth = 1.3)\n",
    "\n",
    "plt.legend(loc=0,ncol = 6,fontsize = 13, bbox_to_anchor=(1.05, 0))  # 设置图例位置\n",
    "plt.xticks(fontsize=13,fontproperties = WRYH)\n",
    "plt.yticks([])\n",
    "\n",
    "ax = plt.gca()\n",
    "ax.spines['right'].set_color('None')\n",
    "ax.spines['left'].set_color('None')\n",
    "ax.spines['bottom'].set_color('None')\n",
    "ax.spines['top'].set_linewidth(1.2)\n",
    "\n",
    "ax.tick_params(which='major',length=0) #不显示刻度线\n",
    "\n",
    "plt.gca().invert_yaxis() #反转坐标轴\n",
    "\n",
    "plt.text(-1,-3000,\"一线城市快餐品牌分布图\",family = 'Songti SC',fontsize = 18)\n",
    "plt.text(-1,-2000,\"数据来源：大众点评采集（截止2020年12月）\",fontproperties = WRYH,fontsize = 14)\n",
    "plt.text(-1,-1000,\"公众号：可视化图鉴(id:zaoqi-data)\",fontproperties = WRYH,fontsize = 13)\n",
    "\n",
    "\n",
    "\n",
    "for j in range(4):\n",
    "    \n",
    "    flag = 0\n",
    "    \n",
    "    for i in range(6):\n",
    "\n",
    "        y_position = flag + df.loc[j][i+1]/2\n",
    "\n",
    "        plt.text(j,y_position,int(df.loc[j][i+1]),bbox=dict(boxstyle='round', fc='w', ec='black',lw=1 ,alpha=1),fontsize = 11,\n",
    "            verticalalignment = 'center',horizontalalignment = 'center')\n",
    "\n",
    "        flag = flag + df.loc[j][i+1]\n",
    "        \n",
    "\n",
    "#以下为添加图片\n",
    "arr_lena = mpimg.imread('/Users/liuhuanshuo/Downloads/带二维码logo.jpg')\n",
    "imagebox = OffsetImage(arr_lena, zoom=0.15)\n",
    "a1 = AnnotationBbox(imagebox, (3, 0), frameon = False,xycoords='data',\n",
    "                    boxcoords=(\"axes fraction\", \"data\"),\n",
    "                    box_alignment=(7,-0.3))\n",
    "ax.add_artist(a1)\n",
    "\n",
    "plt.show()"
   ]
  }
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